[ { "id": "12-5", "backend": "streaming_worker", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T13:03:40.148Z", "finished": "2026-11-09T13:03:41.797Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Построим маршрут Эйхара-Пухова до Казани, проверь сит и старт и обметь участки, где потребует царь нам.", "decode_ms": 185.02673134207726, "queue_ms": 0, "backend": "streaming_worker", "model": "large-v3-turbo", "model_revision": null, "scores": { "avg_logprob": -0.32631410590626975, "no_speech_prob": 0, "compression_ratio": 1.3955223880597014 }, "parameters": { "language": "ru", "beam_size": 1, "best_of": 1, "temperature": 0, "condition_on_previous_text": false, "word_timestamps": false, "vad_filter": false, "no_speech_threshold": null, "log_prob_threshold": null, "compression_ratio_threshold": null }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.1745913177728653, "model_load_ms": 0, "model_exchange_ms": 217.62654394842684, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-f9772dedac3b36", "session_id": "id-8a889e09313081", "stream_id": "id-ecce05c70a3b60", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 54, "encoding_reused": false, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 123.59999999403954, "bytes": 1854 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 98.29999999701977, "bytes": 206 }, { "stage": "ready", "setup_ms": 619.8999999910593 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 100.5, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-f9772dedac3b36" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 230.20000000298023, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-f9772dedac3b36" }, { "stage": "pcm_sent", "feed_ms": 335.19999998807907, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.7000000178813934 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 233.1000000089407, "bytes": 265 }, { "stage": "ingress_summary", "feed_resample_ms": 1.776108518242836, "lock_wait_ms": 0.6504473276436329, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 40.56742996908724, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 109.6000000089407, "bytes": 26982 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 106, "bytes": 37 }, { "stage": "released", "end_ms": 640 } ], "model": "streaming_worker", "type": "final", "text": "Построим маршрут Эйхара-Пухова до Казани, проверь сит и старт и обметь участки, где потребует царь нам.", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 185.02673134207726, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "streaming_worker", "worker_queue_ms": 0.6807059980928898, "worker_decode_ms": 185.02673134207726, "decode_count": 1, "prepare_ms": 17.506605945527554, "processed_audio_seconds": 7.2338125, "source_upload_ms": 2.4439520202577114, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.1745913177728653, "model_load_ms": 0, "model_exchange_ms": 217.62654394842684, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 54, "encoding_reused": false, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 10, "ref_words": 17, "char_edits": 27, "ref_chars": 81, "wer_pct": 58.8235294117647, "cer_pct": 33.333333333333336, "model_label": "Whisper Turbo", "raw_text": "Построим маршрут Эйхара-Пухова до Казани, проверь сит и старт и обметь участки, где потребует царь нам.", "raw_wer_pct": 58.8235294117647, "raw_cer_pct": 33.333333333333336, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 1, "terms_missing": 5, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "streaming_worker", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "hotwords", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T13:03:41.797Z", "finished": "2026-11-09T13:03:43.402Z", "applied_terms": { "mode": "hotwords", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "hotwords": "QNH, METAR, NOTAM, UUEE, TAF, UUDD, RVR, боковой ветер, ILS, IFR, Пулково, Казани, SID, STAR, RNAV, Шереметьево, Калининград, GNSS, Сочи, Минеральные Воды, SIGMET, турбулентность, эшелоне" }, "diagnostic": { "text": "Построим маршрут Эйхара-Пулково до Казани, проверить СИТ и СТАР и отметить участки, где потребуется RNAV", "decode_ms": 188.6952817440033, "queue_ms": 0, "backend": "streaming_worker", "model": "large-v3-turbo", "model_revision": null, "scores": { "avg_logprob": -0.40660528567704285, "no_speech_prob": 0, "compression_ratio": 1.2986111111111112 }, "parameters": { "language": "ru", "beam_size": 1, "best_of": 1, "temperature": 0, "condition_on_previous_text": false, "word_timestamps": false, "vad_filter": false, "no_speech_threshold": null, "log_prob_threshold": null, "compression_ratio_threshold": null, "hotwords": "QNH, METAR, NOTAM, UUEE, TAF, UUDD, RVR, боковой ветер, ILS, IFR, Пулково, Казани, SID, STAR, RNAV, Шереметьево, Калининград, GNSS, Сочи, Минеральные Воды, SIGMET, турбулентность, эшелоне", "hotwords_tokens": 96 }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.1770947128534317, "model_load_ms": 0, "model_exchange_ms": 222.91915002278984, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-70e24dd08bfc30", "session_id": "id-8bdf1e9a3e6ade", "stream_id": "id-8c5f429aa789ff", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 119, "bytes": 1998 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 105.79999999701977, "bytes": 206 }, { "stage": "ready", "setup_ms": 626.5 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 107.19999998807907, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-70e24dd08bfc30" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 228.3999999910593, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-70e24dd08bfc30" }, { "stage": "pcm_sent", "feed_ms": 340, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 2.399999976158142 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 238.59999999403954, "bytes": 266 }, { "stage": "ingress_summary", "feed_resample_ms": 1.7636746633797884, "lock_wait_ms": 0.5759736523032188, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 41.06150544248521, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 108.6000000089407, "bytes": 29692 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 99.29999999701977, "bytes": 37 }, { "stage": "released", "end_ms": 638 } ], "model": "streaming_worker", "type": "final", "text": "Построим маршрут Эйхара-Пулково до Казани, проверить СИТ и СТАР и отметить участки, где потребуется RNAV", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 188.6952817440033, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "streaming_worker", "worker_queue_ms": 0.669725937768817, "worker_decode_ms": 188.6952817440033, "decode_count": 1, "prepare_ms": 14.113676035776734, "processed_audio_seconds": 7.2338125, "source_upload_ms": 1.973467180505395, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.1770947128534317, "model_load_ms": 0, "model_exchange_ms": 222.91915002278984, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 7, "ref_words": 17, "char_edits": 19, "ref_chars": 81, "wer_pct": 41.1764705882353, "cer_pct": 23.45679012345679, "model_label": "Whisper Turbo", "raw_text": "Построим маршрут Эйхара-Пулково до Казани, проверить СИТ и СТАР и отметить участки, где потребуется RNAV", "raw_wer_pct": 41.1764705882353, "raw_cer_pct": 23.45679012345679, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 3, "terms_missing": 3, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "streaming_worker_russian", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T13:03:43.503Z", "finished": "2026-11-09T13:03:45.321Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Построим маршрут Эйхара-Купова до Казани, проверь Циттестар и отметь участки, где потребует царь нам.", "decode_ms": 438.65523859858513, "queue_ms": 0, "backend": "streaming_worker_russian", "model": "large-v3-russian", "model_revision": null, "scores": { "avg_logprob": -0.32281966474321155, "no_speech_prob": 0.0002799034118652344, "compression_ratio": 1.3703703703703705 }, "parameters": { "language": "ru", "beam_size": 1, "best_of": 1, "temperature": 0, "condition_on_previous_text": false, "word_timestamps": false, "vad_filter": false, "no_speech_threshold": null, "log_prob_threshold": null, "compression_ratio_threshold": null }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.16169995069503784, "model_load_ms": 0, "model_exchange_ms": 473.9970120135695, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-e291b1168a4b90", "session_id": "id-bc33f97556b2c5", "stream_id": "id-755ad1c6bf84b7", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 106, "bytes": 1862 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 98.5, "bytes": 214 }, { "stage": "ready", "setup_ms": 587.2000000029802 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 102.5, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-e291b1168a4b90" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 230.59999999403954, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-e291b1168a4b90" }, { "stage": "pcm_sent", "feed_ms": 337.3999999910593, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 2.2000000178813934 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 488.5, "bytes": 265 }, { "stage": "ingress_summary", "feed_resample_ms": 1.91639200784266, "lock_wait_ms": 0.6416351534426212, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 43.084801407530904, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 113.40000000596046, "bytes": 27169 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 102.29999999701977, "bytes": 37 }, { "stage": "released", "end_ms": 893.8000000119209 } ], "model": "streaming_worker_russian", "type": "final", "text": "Построим маршрут Эйхара-Купова до Казани, проверь Циттестар и отметь участки, где потребует царь нам.", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 438.65523859858513, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "streaming_worker_russian", "worker_queue_ms": 0.6043938919901848, "worker_decode_ms": 438.65523859858513, "decode_count": 1, "prepare_ms": 15.635118121281266, "processed_audio_seconds": 7.2338125, "source_upload_ms": 2.5026730727404356, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.16169995069503784, "model_load_ms": 0, "model_exchange_ms": 473.9970120135695, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 10, "ref_words": 17, "char_edits": 28, "ref_chars": 81, "wer_pct": 58.8235294117647, "cer_pct": 34.5679012345679, "model_label": "Whisper Russian", "raw_text": "Построим маршрут Эйхара-Купова до Казани, проверь Циттестар и отметь участки, где потребует царь нам.", "raw_wer_pct": 58.8235294117647, "raw_cer_pct": 34.5679012345679, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 1, "terms_missing": 5, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "streaming_worker_russian", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "hotwords", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T13:03:45.321Z", "finished": "2026-11-09T13:03:47.228Z", "applied_terms": { "mode": "hotwords", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "hotwords": "QNH, METAR, NOTAM, UUEE, TAF, UUDD, RVR, боковой ветер, ILS, IFR, Пулково, Казани, SID, STAR, RNAV, Шереметьево, Калининград, GNSS, Сочи, Минеральные Воды, SIGMET, турбулентность, эшелоне" }, "diagnostic": { "text": "Построим маршрут Эйхара-Пулково до Казани, проверь Сид и Стар и отметь участки, где потребует ЦАР НАВГР.", "decode_ms": 463.5604936629534, "queue_ms": 0, "backend": "streaming_worker_russian", "model": "large-v3-russian", "model_revision": null, "scores": { "avg_logprob": -0.2730857488956857, "no_speech_prob": 0.0007729530334472656, "compression_ratio": 1.3309859154929577 }, "parameters": { "language": "ru", "beam_size": 1, "best_of": 1, "temperature": 0, "condition_on_previous_text": false, "word_timestamps": false, "vad_filter": false, "no_speech_threshold": null, "log_prob_threshold": null, "compression_ratio_threshold": null, "hotwords": "QNH, METAR, NOTAM, UUEE, TAF, UUDD, RVR, боковой ветер, ILS, IFR, Пулково, Казани, SID, STAR, RNAV, Шереметьево, Калининград, GNSS, Сочи, Минеральные Воды, SIGMET, турбулентность, эшелоне", "hotwords_tokens": 96 }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.19967742264270782, "model_load_ms": 0, "model_exchange_ms": 498.7979540601373, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-b5e1edef8a36be", "session_id": "id-cf1da9de1e9793", "stream_id": "id-e1254a936aa22d", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 123.6000000089407, "bytes": 2006 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 104, "bytes": 214 }, { "stage": "ready", "setup_ms": 639.7000000029802 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 109.3999999910593, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-b5e1edef8a36be" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 240, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-b5e1edef8a36be" }, { "stage": "pcm_sent", "feed_ms": 353.5, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 2.7999999672174454 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 510.6000000089407, "bytes": 264 }, { "stage": "ingress_summary", "feed_resample_ms": 1.88030069693923, "lock_wait_ms": 0.7988212164491415, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 44.06252107582986, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 109.8999999910593, "bytes": 29902 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 101.70000000298023, "bytes": 37 }, { "stage": "released", "end_ms": 913.6000000089407 } ], "model": "streaming_worker_russian", "type": "final", "text": "Построим маршрут Эйхара-Пулково до Казани, проверь Сид и Стар и отметь участки, где потребует ЦАР НАВГР.", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 463.5604936629534, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "streaming_worker_russian", "worker_queue_ms": 0.6942350883036852, "worker_decode_ms": 463.5604936629534, "decode_count": 1, "prepare_ms": 14.164377935230732, "processed_audio_seconds": 7.2338125, "source_upload_ms": 2.3922929540276527, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.19967742264270782, "model_load_ms": 0, "model_exchange_ms": 498.7979540601373, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 8, "ref_words": 17, "char_edits": 23, "ref_chars": 81, "wer_pct": 47.05882352941177, "cer_pct": 28.395061728395063, "model_label": "Whisper Russian", "raw_text": "Построим маршрут Эйхара-Пулково до Казани, проверь Сид и Стар и отметь участки, где потребует ЦАР НАВГР.", "raw_wer_pct": 47.05882352941177, "raw_cer_pct": 28.395061728395063, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 2, "terms_missing": 4, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "gigaam_v3", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T13:03:47.330Z", "finished": "2026-11-09T13:03:48.863Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Построим маршрут, проверь все старты отметь участки, где потребуется.", "decode_ms": 69.68023627996445, "queue_ms": 0, "backend": "gigaam_v3", "model": "GigaAM-v3-e2e-rnnt", "model_revision": "7655ad717f8122257385bb4b2f373db3697e8680", "scores": { "avg_logprob": null, "no_speech_prob": null, "compression_ratio": null }, "parameters": { "language": "ru", "decoder": "rnnt_greedy", "punctuation": true, "text_normalization": true, "vad_filter": false, "word_timestamps": false, "confidence_available": false, "input_format": "float32le", "sample_rate": 16000, "max_symbols_per_step": 10 }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.17232634127140045, "model_load_ms": 0, "model_exchange_ms": 183.5378990508616, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-d5c9c17e099478", "session_id": "id-928dad316632a3", "stream_id": "id-b7b30acb445428", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 108, "bytes": 1847 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 97, "bytes": 199 }, { "stage": "ready", "setup_ms": 606.5999999940395 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 103, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-d5c9c17e099478" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 233.40000000596046, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-d5c9c17e099478" }, { "stage": "pcm_sent", "feed_ms": 340.6000000089407, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.8000000268220901 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 194.70000000298023, "bytes": 266 }, { "stage": "ingress_summary", "feed_resample_ms": 1.9771992228925228, "lock_wait_ms": 0.6884972099214792, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 45.42551934719086, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 103.29999999701977, "bytes": 26576 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 98.90000000596046, "bytes": 37 }, { "stage": "released", "end_ms": 586 } ], "model": "gigaam_v3", "type": "final", "text": "Построим маршрут, проверь все старты отметь участки, где потребуется.", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 69.68023627996445, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "gigaam_v3", "worker_queue_ms": 0.6934669800102711, "worker_decode_ms": 69.68023627996445, "decode_count": 1, "prepare_ms": 16.431898111477494, "processed_audio_seconds": 7.2338125, "source_upload_ms": 2.794274827465415, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.17232634127140045, "model_load_ms": 0, "model_exchange_ms": 183.5378990508616, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 11, "ref_words": 17, "char_edits": 35, "ref_chars": 81, "wer_pct": 64.70588235294117, "cer_pct": 43.20987654320987, "model_label": "GigaAM v3 RNNT", "raw_text": "Построим маршрут, проверь все старты отметь участки, где потребуется.", "raw_wer_pct": 64.70588235294117, "raw_cer_pct": 43.20987654320987, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 0, "terms_missing": 6, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "gigaam_v3", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T13:03:48.863Z", "finished": "2026-11-09T13:03:50.354Z", "applied_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "Построим маршрут, проверь все старты отметь участки, где потребуется.", "normalized_text": "Построим маршрут, проверь все старты отметь участки, где потребуется.", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.031659845262765884 }, "diagnostic": { "text": "Построим маршрут, проверь все старты отметь участки, где потребуется.", "decode_ms": 56.14647641777992, "queue_ms": 0, "backend": "gigaam_v3", "model": "GigaAM-v3-e2e-rnnt", "model_revision": "7655ad717f8122257385bb4b2f373db3697e8680", "scores": { "avg_logprob": null, "no_speech_prob": null, "compression_ratio": null }, "parameters": { "language": "ru", "decoder": "rnnt_greedy", "punctuation": true, "text_normalization": true, "vad_filter": false, "word_timestamps": false, "confidence_available": false, "input_format": "float32le", "sample_rate": 16000, "max_symbols_per_step": 10 }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.1990683376789093, "model_load_ms": 0, "model_exchange_ms": 103.01200998947024, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-dac85317d53f77", "session_id": "id-304c2d1ce1b6cc", "stream_id": "id-fad7d482751c68", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 121.29999999701977, "bytes": 1995 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 103.09999999403954, "bytes": 199 }, { "stage": "ready", "setup_ms": 628.4000000059605 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 103.20000000298023, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-dac85317d53f77" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 234.90000000596046, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-dac85317d53f77" }, { "stage": "pcm_sent", "feed_ms": 342.20000000298023, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.7999999672174454 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 116.09999999403954, "bytes": 266 }, { "stage": "ingress_summary", "feed_resample_ms": 2.057993318885565, "lock_wait_ms": 0.7084030658006668, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 48.244069796055555, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 112.29999999701977, "bytes": 27629 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 103.20000000298023, "bytes": 37 }, { "stage": "released", "end_ms": 520.0999999940395 } ], "model": "gigaam_v3", "type": "final", "text": "Построим маршрут, проверь все старты отметь участки, где потребуется.", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 56.14647641777992, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "gigaam_v3", "worker_queue_ms": 0.5379850044846535, "worker_decode_ms": 56.14647641777992, "decode_count": 1, "prepare_ms": 14.505499042570591, "processed_audio_seconds": 7.2338125, "source_upload_ms": 1.9689369946718216, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.1990683376789093, "model_load_ms": 0, "model_exchange_ms": 103.01200998947024, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 11, "ref_words": 17, "char_edits": 35, "ref_chars": 81, "wer_pct": 64.70588235294117, "cer_pct": 43.20987654320987, "model_label": "GigaAM v3 RNNT", "raw_text": "Построим маршрут, проверь все старты отметь участки, где потребуется.", "raw_wer_pct": 64.70588235294117, "raw_cer_pct": 43.20987654320987, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 0, "terms_missing": 6, "terms_inserted": 0, "postprocess_ms": 0.031659845262765884 }, { "id": "12-5", "backend": "gigaam_large_ctc", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T13:03:50.452Z", "finished": "2026-11-09T13:03:51.903Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "построим маршрутоао пукова до казани проверь итта и отметь участки где потребуетцар нам", "decode_ms": 26.064911857247353, "queue_ms": 0, "backend": "gigaam_large_ctc", "model": "GigaAM-Multilingual-Large-CTC", "model_revision": "3905cd51c3ed4e88c8edf33f3302969ba480a327", "scores": { "avg_logprob": null, "no_speech_prob": null, "compression_ratio": null }, "parameters": { "language": "multilingual", "decoder": "ctc_greedy", "punctuation": false, "text_normalization": false, "vad_filter": false, "word_timestamps": false, "confidence_available": false, "input_format": "float32le", "sample_rate": 16000 }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.23113377392292023, "model_load_ms": 0, "model_exchange_ms": 64.60915808565915, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-1027f2c747fd56", "session_id": "id-6cac5fb5fff8ca", "stream_id": "id-b2e690bd7239e0", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 108.8999999910593, "bytes": 1854 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 105.8999999910593, "bytes": 206 }, { "stage": "ready", "setup_ms": 604.9000000059605 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 103.70000000298023, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-1027f2c747fd56" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 238.90000000596046, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-1027f2c747fd56" }, { "stage": "pcm_sent", "feed_ms": 346.70000000298023, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.6999999731779099 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 101.3999999910593, "bytes": 265 }, { "stage": "ingress_summary", "feed_resample_ms": 1.750557217746973, "lock_wait_ms": 0.5940450355410576, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 43.74351422302425, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 105.79999999701977, "bytes": 26810 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 102.1000000089407, "bytes": 37 }, { "stage": "released", "end_ms": 499.59999999403954 } ], "model": "gigaam_large_ctc", "type": "final", "text": "построим маршрутоао пукова до казани проверь итта и отметь участки где потребуетцар нам", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 26.064911857247353, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "gigaam_large_ctc", "worker_queue_ms": 0.46569504775106907, "worker_decode_ms": 26.064911857247353, "decode_count": 1, "prepare_ms": 22.507560905069113, "processed_audio_seconds": 7.2338125, "source_upload_ms": 1.9141267985105515, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.23113377392292023, "model_load_ms": 0, "model_exchange_ms": 64.60915808565915, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 10, "ref_words": 17, "char_edits": 21, "ref_chars": 81, "wer_pct": 58.8235294117647, "cer_pct": 25.925925925925927, "model_label": "GigaAM Large CTC", "raw_text": "построим маршрутоао пукова до казани проверь итта и отметь участки где потребуетцар нам", "raw_wer_pct": 58.8235294117647, "raw_cer_pct": 25.925925925925927, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 1, "terms_missing": 5, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "gigaam_large_ctc", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T13:03:51.903Z", "finished": "2026-11-09T13:03:53.359Z", "applied_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "построим маршрутоао пукова до казани проверь итта и отметь участки где потребуетцар нам", "normalized_text": "построим маршрутоао пукова до казани проверь итта и отметь участки где потребуетцар нам", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.026919879019260406 }, "diagnostic": { "text": "построим маршрутоао пукова до казани проверь итта и отметь участки где потребуетцар нам", "decode_ms": 35.30762530863285, "queue_ms": 0, "backend": "gigaam_large_ctc", "model": "GigaAM-Multilingual-Large-CTC", "model_revision": "3905cd51c3ed4e88c8edf33f3302969ba480a327", "scores": { "avg_logprob": null, "no_speech_prob": null, "compression_ratio": null }, "parameters": { "language": "multilingual", "decoder": "ctc_greedy", "punctuation": false, "text_normalization": false, "vad_filter": false, "word_timestamps": false, "confidence_available": false, "input_format": "float32le", "sample_rate": 16000 }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.24566613137722015, "model_load_ms": 0, "model_exchange_ms": 71.72553986310959, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-8cfd5729fcd359", "session_id": "id-3deb7509824ba9", "stream_id": "id-b1038df4e00ccf", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 119.09999999403954, "bytes": 2002 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 105, "bytes": 206 }, { "stage": "ready", "setup_ms": 620.5 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 101.29999999701977, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-8cfd5729fcd359" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 230.3999999910593, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-8cfd5729fcd359" }, { "stage": "pcm_sent", "feed_ms": 336, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.9000000357627869 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 99.1000000089407, "bytes": 263 }, { "stage": "ingress_summary", "feed_resample_ms": 1.71360420063138, "lock_wait_ms": 0.657079741358757, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 40.08708242326975, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 109.70000000298023, "bytes": 27992 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 98.59999999403954, "bytes": 37 }, { "stage": "released", "end_ms": 499.80000001192093 } ], "model": "gigaam_large_ctc", "type": "final", "text": "построим маршрутоао пукова до казани проверь итта и отметь участки где потребуетцар нам", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 35.30762530863285, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "gigaam_large_ctc", "worker_queue_ms": 0.4405239596962929, "worker_decode_ms": 35.30762530863285, "decode_count": 1, "prepare_ms": 14.405367895960808, "processed_audio_seconds": 7.2338125, "source_upload_ms": 1.775445882230997, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.24566613137722015, "model_load_ms": 0, "model_exchange_ms": 71.72553986310959, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 10, "ref_words": 17, "char_edits": 21, "ref_chars": 81, "wer_pct": 58.8235294117647, "cer_pct": 25.925925925925927, "model_label": "GigaAM Large CTC", "raw_text": "построим маршрутоао пукова до казани проверь итта и отметь участки где потребуетцар нам", "raw_wer_pct": 58.8235294117647, "raw_cer_pct": 25.925925925925927, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 1, "terms_missing": 5, "terms_inserted": 0, "postprocess_ms": 0.026919879019260406 }, { "id": "12-5", "backend": "linto_streaming", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T13:03:53.458Z", "finished": "2026-11-09T13:03:55.388Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Построим маршрут Эйхара-Пухова до Казани, проверь сит и старт и обметь участки, где потребуется арнавт.", "backend": "linto_streaming", "model": null, "model_revision": null, "source": { "sample_rate": 16000, "samples": 115741, "channels": 1, "format": "pcm16le", "wav_sha256": "2691c3a7b21a0f57616bde077f4beb86e9196b68b260f7b969649340488799a9" }, "transport": { "file_lock_ms": 6.097884150221944, "http_exchange_ms": 407.08583407104015 }, "model_input": null, "transformations": [ "linto_internal_preparation_not_observed" ], "elapsed_ms": 413.23245014064014, "parameters": { "beam_size": 1, "best_of": 1, "temperature": 0, "condition_on_previous_text": false, "no_speech_threshold": null, "compression_ratio_threshold": null, "log_prob_threshold": null, "vad_filter": false, "language": "ru", "word_timestamps": false, "clip_timestamps": "0", "max_initial_timestamp": 10000 }, "scores": { "avg_logprob": -0.3633776158094406, "no_speech_prob": 0, "compression_ratio": 1.3823529411764706 }, "accepted": null, "decode_ms": 198.5598113387823, "decode_count": 1, "raw_response": { "text": "Построим маршрут Эйхара-Пухова до Казани, проверь сит и старт и обметь участки, где потребуется арнавт.", "language": "ru", "confidence-score": 0.7, "words": [], "recognition_ms": 198.5598113387823, "decode_count": 1, "evaluation": { "avg_logprob": -0.3633776158094406, "no_speech_prob": 0, "compression_ratio": 1.3823529411764706 }, "asr_parameters": { "beam_size": 1, "best_of": 1, "temperature": 0, "condition_on_previous_text": false, "no_speech_threshold": null, "compression_ratio_threshold": null, "log_prob_threshold": null, "vad_filter": false, "language": "ru", "word_timestamps": false, "clip_timestamps": "0", "max_initial_timestamp": 10000 } } }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-8df8564357e774", "session_id": "id-abccf8022408a7", "stream_id": "id-6f605c9efc5bc4", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 101.80000001192093, "bytes": 1853 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 99.40000000596046, "bytes": 205 }, { "stage": "ready", "setup_ms": 637.8000000119209 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 114.30000001192093, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-8df8564357e774" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 227.09999999403954, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-8df8564357e774" }, { "stage": "pcm_sent", "feed_ms": 345.5, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.6999999731779099 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 435.40000000596046, "bytes": 266 }, { "stage": "ingress_summary", "feed_resample_ms": 2.178370486944914, "lock_wait_ms": 0.6419050041586161, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 48.042683163657784, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 220.69999998807907, "bytes": 20407 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 101.1000000089407, "bytes": 37 }, { "stage": "released", "end_ms": 946.5999999940395 } ], "model": "linto_streaming", "type": "final", "text": "Построим маршрут Эйхара-Пухова до Казани, проверь сит и старт и обметь участки, где потребуется арнавт.", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "decode_ms": 198.5598113387823, "decode_count": 1, "timings": { "backend": "linto_streaming", "worker_queue_ms": 0.6240149959921837, "worker_decode_ms": 198.5598113387823, "decode_count": 1, "prepare_ms": 13.38882907293737, "processed_audio_seconds": 7.2338125, "source_upload_ms": 6.153964903205633, "collection_ms": null, "silence_ms": null, "vad_ms": null, "file_lock_ms": 6.097884150221944, "http_exchange_ms": 407.08583407104015 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 8, "ref_words": 17, "char_edits": 26, "ref_chars": 81, "wer_pct": 47.05882352941177, "cer_pct": 32.098765432098766, "model_label": "LinTO Whisper", "raw_text": "Построим маршрут Эйхара-Пухова до Казани, проверь сит и старт и обметь участки, где потребуется арнавт.", "raw_wer_pct": 47.05882352941177, "raw_cer_pct": 32.098765432098766, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 1, "terms_missing": 5, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "linto_streaming", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "hotwords", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T13:03:55.388Z", "finished": "2026-11-09T13:03:57.192Z", "applied_terms": { "mode": "hotwords", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "hotwords": "QNH, METAR, NOTAM, UUEE, TAF, UUDD, RVR, боковой ветер, ILS, IFR, Пулково, Казани, SID, STAR, RNAV, Шереметьево, Калининград, GNSS, Сочи, Минеральные Воды, SIGMET, турбулентность, эшелоне" }, "diagnostic": { "text": "Построим маршрут Эйхара, Пулково до Казани, проверить СИТ, STAR и отметить участки, где потребуется RNAV", "backend": "linto_streaming", "model": null, "model_revision": null, "source": { "sample_rate": 16000, "samples": 115741, "channels": 1, "format": "pcm16le", "wav_sha256": "2691c3a7b21a0f57616bde077f4beb86e9196b68b260f7b969649340488799a9" }, "transport": { "file_lock_ms": 7.2284850757569075, "http_exchange_ms": 426.50816682726145 }, "model_input": null, "transformations": [ "linto_internal_preparation_not_observed" ], "elapsed_ms": 433.7696440052241, "parameters": { "beam_size": 1, "best_of": 1, "temperature": 0, "condition_on_previous_text": false, "no_speech_threshold": null, "compression_ratio_threshold": null, "hotwords": "QNH, METAR, NOTAM, UUEE, TAF, UUDD, RVR, боковой ветер, ILS, IFR, Пулково, Казани, SID, STAR, RNAV, Шереметьево, Калининград, GNSS, Сочи, Минеральные Воды, SIGMET, турбулентность, эшелоне", "log_prob_threshold": null, "vad_filter": false, "language": "ru", "word_timestamps": false, "clip_timestamps": "0", "max_initial_timestamp": 10000 }, "scores": { "avg_logprob": -0.408587106844274, "no_speech_prob": 0, "compression_ratio": 1.2727272727272727 }, "accepted": null, "decode_ms": 197.3658073693514, "decode_count": 1, "raw_response": { "text": "Построим маршрут Эйхара, Пулково до Казани, проверить СИТ, STAR и отметить участки, где потребуется RNAV", "language": "ru", "confidence-score": 0.66, "words": [], "recognition_ms": 197.3658073693514, "decode_count": 1, "evaluation": { "avg_logprob": -0.408587106844274, "no_speech_prob": 0, "compression_ratio": 1.2727272727272727 }, "asr_parameters": { "beam_size": 1, "best_of": 1, "temperature": 0, "condition_on_previous_text": false, "no_speech_threshold": null, "compression_ratio_threshold": null, "hotwords": "QNH, METAR, NOTAM, UUEE, TAF, UUDD, RVR, боковой ветер, ILS, IFR, Пулково, Казани, SID, STAR, RNAV, Шереметьево, Калининград, GNSS, Сочи, Минеральные Воды, SIGMET, турбулентность, эшелоне", "log_prob_threshold": null, "vad_filter": false, "language": "ru", "word_timestamps": false, "clip_timestamps": "0", "max_initial_timestamp": 10000 } } }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-03f45a929649e5", "session_id": "id-650d56bfb0bf63", "stream_id": "id-3c0b261f8aabfd", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 108.59999999403954, "bytes": 1997 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 100.09999999403954, "bytes": 205 }, { "stage": "ready", "setup_ms": 592.2999999970198 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 112.79999999701977, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-03f45a929649e5" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 234.90000000596046, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-03f45a929649e5" }, { "stage": "pcm_sent", "feed_ms": 352, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 2.7999999821186066 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 457.70000000298023, "bytes": 266 }, { "stage": "ingress_summary", "feed_resample_ms": 2.3551732301712036, "lock_wait_ms": 1.0594415944069624, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 55.79685792326927, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 107, "bytes": 23241 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 104.09999999403954, "bytes": 37 }, { "stage": "released", "end_ms": 859.0999999940395 } ], "model": "linto_streaming", "type": "final", "text": "Построим маршрут Эйхара, Пулково до Казани, проверить СИТ, STAR и отметить участки, где потребуется RNAV", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "decode_ms": 197.3658073693514, "decode_count": 1, "timings": { "backend": "linto_streaming", "worker_queue_ms": 0.7386880461126566, "worker_decode_ms": 197.3658073693514, "decode_count": 1, "prepare_ms": 18.639527028426528, "processed_audio_seconds": 7.2338125, "source_upload_ms": 2.8442349284887314, "collection_ms": null, "silence_ms": null, "vad_ms": null, "file_lock_ms": 7.2284850757569075, "http_exchange_ms": 426.50816682726145 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 7, "ref_words": 17, "char_edits": 15, "ref_chars": 81, "wer_pct": 41.1764705882353, "cer_pct": 18.51851851851852, "model_label": "LinTO Whisper", "raw_text": "Построим маршрут Эйхара, Пулково до Казани, проверить СИТ, STAR и отметить участки, где потребуется RNAV", "raw_wer_pct": 41.1764705882353, "raw_cer_pct": 18.51851851851852, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 4, "terms_missing": 2, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "nemotron_asr_06b", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T13:03:57.292Z", "finished": "2026-11-09T13:03:58.872Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Пастрей машу Эта отпуска доказания, правиль хит и стер и отметь участоки, где потребует цар на", "decode_ms": 87.4722134321928, "queue_ms": 0, "backend": "nemotron_asr_06b", "model": "Nemotron 3.5 ASR 0.6B", "model_revision": "ea30d66debe3740a08b573244286791d423d6b3e", "scores": { "avg_logprob": null, "no_speech_prob": null, "compression_ratio": null }, "parameters": { "precision": "float16", "mel_precision": "float32", "sample_rate": 16000, "language": "ru-RU", "confidence_available": false, "model_revision": "ea30d66debe3740a08b573244286791d423d6b3e", "nemo_revision": "16b0ff2584c6355c53cbd6c28f0f431a76b24956", "decoding": "rnnt_greedy_batch", "attention_context": [ 56, 13 ], "strip_lang_tags": true }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.18984079360961914, "model_load_ms": 0, "model_exchange_ms": 128.34225688129663, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-f4272cccc91f90", "session_id": "id-79162d4a8fdedb", "stream_id": "id-6730275a423eb4", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 124.5, "bytes": 1854 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 105.29999999701977, "bytes": 206 }, { "stage": "ready", "setup_ms": 670.0999999940395 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 109.09999999403954, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-f4272cccc91f90" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 224.5, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-f4272cccc91f90" }, { "stage": "pcm_sent", "feed_ms": 338.09999999403954, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.6000000089406967 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 155.30000001192093, "bytes": 266 }, { "stage": "ingress_summary", "feed_resample_ms": 2.0509441383183002, "lock_wait_ms": 0.7143095135688782, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 52.45836451649666, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 109.19999998807907, "bytes": 28692 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 105.8999999910593, "bytes": 37 }, { "stage": "released", "end_ms": 571.4000000059605 } ], "model": "nemotron_asr_06b", "type": "final", "text": "Пастрей машу Эта отпуска доказания, правиль хит и стер и отметь участоки, где потребует цар на", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 87.4722134321928, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_asr_06b", "worker_queue_ms": 0.5896850489079952, "worker_decode_ms": 87.4722134321928, "decode_count": 1, "prepare_ms": 15.710348961874843, "processed_audio_seconds": 7.2338125, "source_upload_ms": 2.3867518175393343, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.18984079360961914, "model_load_ms": 0, "model_exchange_ms": 128.34225688129663, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 14, "ref_words": 17, "char_edits": 30, "ref_chars": 81, "wer_pct": 82.3529411764706, "cer_pct": 37.03703703703704, "model_label": "Nemotron 3.5 ASR 0.6B", "raw_text": "Пастрей машу Эта отпуска доказания, правиль хит и стер и отметь участоки, где потребует цар на", "raw_wer_pct": 82.3529411764706, "raw_cer_pct": 37.03703703703704, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 0, "terms_missing": 6, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "nemotron_asr_06b", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T13:03:58.872Z", "finished": "2026-11-09T13:04:00.384Z", "applied_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "Пастрей машу Эта отпуска доказания, правиль хит и стер и отметь участоки, где потребует цар на", "normalized_text": "Пастрей машу Эта отпуска доказания, правиль хит и стер и отметь участоки, где потребует цар на", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.03369105979800224 }, "diagnostic": { "text": "Пастрей машу Эта отпуска доказания, правиль хит и стер и отметь участоки, где потребует цар на", "decode_ms": 57.84258060157299, "queue_ms": 0, "backend": "nemotron_asr_06b", "model": "Nemotron 3.5 ASR 0.6B", "model_revision": "ea30d66debe3740a08b573244286791d423d6b3e", "scores": { "avg_logprob": null, "no_speech_prob": null, "compression_ratio": null }, "parameters": { "precision": "float16", "mel_precision": "float32", "sample_rate": 16000, "language": "ru-RU", "confidence_available": false, "model_revision": "ea30d66debe3740a08b573244286791d423d6b3e", "nemo_revision": "16b0ff2584c6355c53cbd6c28f0f431a76b24956", "decoding": "rnnt_greedy_batch", "attention_context": [ 56, 13 ], "strip_lang_tags": true }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.23127347230911255, "model_load_ms": 0, "model_exchange_ms": 94.344382872805, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-59d5d0cccd499d", "session_id": "id-8673101b4a2635", "stream_id": "id-d5b993e461088c", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 124.09999999403954, "bytes": 2002 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 99.3999999910593, "bytes": 206 }, { "stage": "ready", "setup_ms": 633.7999999970198 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 107.90000000596046, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-59d5d0cccd499d" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 244.29999999701977, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-59d5d0cccd499d" }, { "stage": "pcm_sent", "feed_ms": 356.6000000089407, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.699999988079071 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 116.59999999403954, "bytes": 262 }, { "stage": "ingress_summary", "feed_resample_ms": 1.8913592211902142, "lock_wait_ms": 0.6736118812114, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 49.7953686863184, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 110.09999999403954, "bytes": 29915 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 102.59999999403954, "bytes": 37 }, { "stage": "released", "end_ms": 521.7999999970198 } ], "model": "nemotron_asr_06b", "type": "final", "text": "Пастрей машу Эта отпуска доказания, правиль хит и стер и отметь участоки, где потребует цар на", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 57.84258060157299, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_asr_06b", "worker_queue_ms": 0.7563068065792322, "worker_decode_ms": 57.84258060157299, "decode_count": 1, "prepare_ms": 24.045213824138045, "processed_audio_seconds": 7.2338125, "source_upload_ms": 2.6661441661417484, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.23127347230911255, "model_load_ms": 0, "model_exchange_ms": 94.344382872805, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 14, "ref_words": 17, "char_edits": 30, "ref_chars": 81, "wer_pct": 82.3529411764706, "cer_pct": 37.03703703703704, "model_label": "Nemotron 3.5 ASR 0.6B", "raw_text": "Пастрей машу Эта отпуска доказания, правиль хит и стер и отметь участоки, где потребует цар на", "raw_wer_pct": 82.3529411764706, "raw_cer_pct": 37.03703703703704, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 0, "terms_missing": 6, "terms_inserted": 0, "postprocess_ms": 0.03369105979800224 }, { "id": "12-5", "backend": "nemotron_transcribe_lite", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T13:04:00.486Z", "finished": "2026-11-09T13:04:02.075Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Построем машита эхара пуков в доказании, прове это ста и отметь участки, где потребует црна.", "decode_ms": 99.33220967650414, "queue_ms": 0, "backend": "nemotron_transcribe_lite", "model": "Nemotron 3.5 Transcribe Lite", "model_revision": "c17667641642c4265ff2b7037dd101b7d4567634", "scores": { "avg_logprob": null, "no_speech_prob": null, "compression_ratio": null }, "parameters": { "precision": "float16", "mel_precision": "float32", "sample_rate": 16000, "language": "multilingual-ctc", "confidence_available": false, "model_revision": "c17667641642c4265ff2b7037dd101b7d4567634", "nemo_revision": "16b0ff2584c6355c53cbd6c28f0f431a76b24956", "decoding": "ctc_greedy", "experimental": true, "recipe_revision": "31ecb73ab8a541001c0952802b478384cf9f0691", "encoder_chunk_seconds": 30, "attention": "eager_flex" }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.21907687187194824, "model_load_ms": 0, "model_exchange_ms": 134.75994393229485, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-dd281ca3cf42c5", "session_id": "id-bdc5645ddc100d", "stream_id": "id-a369e7c60d48f9", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 109.6000000089407, "bytes": 1862 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 101.8999999910593, "bytes": 214 }, { "stage": "ready", "setup_ms": 672.9000000059605 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 103.5, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-dd281ca3cf42c5" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 248.40000000596046, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-dd281ca3cf42c5" }, { "stage": "pcm_sent", "feed_ms": 356.09999999403954, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.300000011920929 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 149.70000000298023, "bytes": 265 }, { "stage": "ingress_summary", "feed_resample_ms": 2.329341834411025, "lock_wait_ms": 0.7587205618619919, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 52.76487488299608, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 117.8999999910593, "bytes": 29317 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 102.20000000298023, "bytes": 37 }, { "stage": "released", "end_ms": 559.7999999970198 } ], "model": "nemotron_transcribe_lite", "type": "final", "text": "Построем машита эхара пуков в доказании, прове это ста и отметь участки, где потребует црна.", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 99.33220967650414, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_transcribe_lite", "worker_queue_ms": 0.6334970239549875, "worker_decode_ms": 99.33220967650414, "decode_count": 1, "prepare_ms": 15.741240000352263, "processed_audio_seconds": 7.2338125, "source_upload_ms": 3.4327800385653973, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.21907687187194824, "model_load_ms": 0, "model_exchange_ms": 134.75994393229485, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 13, "ref_words": 17, "char_edits": 30, "ref_chars": 81, "wer_pct": 76.47058823529412, "cer_pct": 37.03703703703704, "model_label": "Nemotron Transcribe Lite", "raw_text": "Построем машита эхара пуков в доказании, прове это ста и отметь участки, где потребует црна.", "raw_wer_pct": 76.47058823529412, "raw_cer_pct": 37.03703703703704, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 0, "terms_missing": 6, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "nemotron_transcribe_lite", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T13:04:02.075Z", "finished": "2026-11-09T13:04:03.600Z", "applied_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "Построем машита эхара пуков в доказании, прове это ста и отметь участки, где потребует црна.", "normalized_text": "Построем машита эхара пуков в доказании, прове это ста и отметь участки, где потребует црна.", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.029849819839000702 }, "diagnostic": { "text": "Построем машита эхара пуков в доказании, прове это ста и отметь участки, где потребует црна.", "decode_ms": 98.4892938286066, "queue_ms": 0, "backend": "nemotron_transcribe_lite", "model": "Nemotron 3.5 Transcribe Lite", "model_revision": "c17667641642c4265ff2b7037dd101b7d4567634", "scores": { "avg_logprob": null, "no_speech_prob": null, "compression_ratio": null }, "parameters": { "precision": "float16", "mel_precision": "float32", "sample_rate": 16000, "language": "multilingual-ctc", "confidence_available": false, "model_revision": "c17667641642c4265ff2b7037dd101b7d4567634", "nemo_revision": "16b0ff2584c6355c53cbd6c28f0f431a76b24956", "decoding": "ctc_greedy", "experimental": true, "recipe_revision": "31ecb73ab8a541001c0952802b478384cf9f0691", "encoder_chunk_seconds": 30, "attention": "eager_flex" }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.16195140779018402, "model_load_ms": 0, "model_exchange_ms": 143.92254408448935, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-1b23c40451b4ee", "session_id": "id-dfcb6c0dd5c59f", "stream_id": "id-53294205459a84", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 123.59999999403954, "bytes": 2010 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 97.79999999701977, "bytes": 214 }, { "stage": "ready", "setup_ms": 612.3999999910593 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 105.40000000596046, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-1b23c40451b4ee" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 235.79999999701977, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-1b23c40451b4ee" }, { "stage": "pcm_sent", "feed_ms": 345.40000000596046, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.9000000208616257 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 159.59999999403954, "bytes": 266 }, { "stage": "ingress_summary", "feed_resample_ms": 1.9894009456038475, "lock_wait_ms": 0.6531414110213518, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 46.49202316068113, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 111, "bytes": 30520 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 104.5, "bytes": 37 }, { "stage": "released", "end_ms": 567.7000000029802 } ], "model": "nemotron_transcribe_lite", "type": "final", "text": "Построем машита эхара пуков в доказании, прове это ста и отметь участки, где потребует црна.", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 98.4892938286066, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_transcribe_lite", "worker_queue_ms": 0.9921989403665066, "worker_decode_ms": 98.4892938286066, "decode_count": 1, "prepare_ms": 22.342430194839835, "processed_audio_seconds": 7.2338125, "source_upload_ms": 2.70277401432395, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.16195140779018402, "model_load_ms": 0, "model_exchange_ms": 143.92254408448935, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 13, "ref_words": 17, "char_edits": 30, "ref_chars": 81, "wer_pct": 76.47058823529412, "cer_pct": 37.03703703703704, "model_label": "Nemotron Transcribe Lite", "raw_text": "Построем машита эхара пуков в доказании, прове это ста и отметь участки, где потребует црна.", "raw_wer_pct": 76.47058823529412, "raw_cer_pct": 37.03703703703704, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 0, "terms_missing": 6, "terms_inserted": 0, "postprocess_ms": 0.029849819839000702 }, { "id": "12-5", "backend": "nemotron_unified_06b", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T13:04:03.706Z", "finished": "2026-11-09T13:04:05.180Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Построим маршрут АКР от Пулкова до Казани, проверить Ситыстар и отметь участки, где потребует цар нам.", "decode_ms": 55.95320649445057, "queue_ms": 0, "backend": "nemotron_unified_06b", "model": "Nemotron Labs Unified ASR 0.6B", "model_revision": "023ce907267a09a308a5cb69239447cb3d0c1597", "scores": { "avg_logprob": null, "no_speech_prob": null, "compression_ratio": null }, "parameters": { "precision": "float16", "mel_precision": "float32", "sample_rate": 16000, "language": "ru", "confidence_available": false, "model_revision": "023ce907267a09a308a5cb69239447cb3d0c1597", "nemo_revision": "16b0ff2584c6355c53cbd6c28f0f431a76b24956", "decoding": "rnnt_greedy_batch", "attention_context": [ -1, -1, -1 ], "strip_lang_tags": true }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.16991235315799713, "model_load_ms": 0, "model_exchange_ms": 97.08990599028766, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-5b871f39af07ac", "session_id": "id-b4a5038a43a119", "stream_id": "id-1e8f8df4f75079", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 107.70000000298023, "bytes": 1858 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 99.19999998807907, "bytes": 210 }, { "stage": "ready", "setup_ms": 612 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 109.1000000089407, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-5b871f39af07ac" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 236.79999999701977, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-5b871f39af07ac" }, { "stage": "pcm_sent", "feed_ms": 350.20000000298023, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.6000000536441803 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 109.09999999403954, "bytes": 263 }, { "stage": "ingress_summary", "feed_resample_ms": 2.1703050006181, "lock_wait_ms": 0.7291790097951889, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 56.77274568006396, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 110.30000001192093, "bytes": 28860 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 102.8999999910593, "bytes": 37 }, { "stage": "released", "end_ms": 511.5 } ], "model": "nemotron_unified_06b", "type": "final", "text": "Построим маршрут АКР от Пулкова до Казани, проверить Ситыстар и отметь участки, где потребует цар нам.", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 55.95320649445057, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_unified_06b", "worker_queue_ms": 0.663714949041605, "worker_decode_ms": 55.95320649445057, "decode_count": 1, "prepare_ms": 20.132650155574083, "processed_audio_seconds": 7.2338125, "source_upload_ms": 2.27562990039587, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.16991235315799713, "model_load_ms": 0, "model_exchange_ms": 97.08990599028766, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 10, "ref_words": 17, "char_edits": 22, "ref_chars": 81, "wer_pct": 58.8235294117647, "cer_pct": 27.160493827160494, "model_label": "Nemotron Labs Unified", "raw_text": "Построим маршрут АКР от Пулкова до Казани, проверить Ситыстар и отметь участки, где потребует цар нам.", "raw_wer_pct": 58.8235294117647, "raw_cer_pct": 27.160493827160494, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 1, "terms_missing": 5, "terms_inserted": 0, "postprocess_ms": null }, { "id": "12-5", "backend": "nemotron_unified_06b", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T13:04:05.180Z", "finished": "2026-11-09T13:04:06.664Z", "applied_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "Построим маршрут АКР от Пулкова до Казани, проверить Ситыстар и отметь участки, где потребует цар нам.", "normalized_text": "Построим маршрут АКР от Пулкова до Казани, проверить Ситыстар и отметь участки, где потребует цар нам.", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.037839869037270546 }, "diagnostic": { "text": "Построим маршрут АКР от Пулкова до Казани, проверить Ситыстар и отметь участки, где потребует цар нам.", "decode_ms": 54.838286712765694, "queue_ms": 0, "backend": "nemotron_unified_06b", "model": "Nemotron Labs Unified ASR 0.6B", "model_revision": "023ce907267a09a308a5cb69239447cb3d0c1597", "scores": { "avg_logprob": null, "no_speech_prob": null, "compression_ratio": null }, "parameters": { "precision": "float16", "mel_precision": "float32", "sample_rate": 16000, "language": "ru", "confidence_available": false, "model_revision": "023ce907267a09a308a5cb69239447cb3d0c1597", "nemo_revision": "16b0ff2584c6355c53cbd6c28f0f431a76b24956", "decoding": "rnnt_greedy_batch", "attention_context": [ -1, -1, -1 ], "strip_lang_tags": true }, "score_filtering": false, "decode_count": 1, "model_input": { "sample_rate": 16000, "format": "float32le", "samples": 115741, "sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f" }, "transport": { "worker_preparation_ms": 0.285465270280838, "model_load_ms": 0, "model_exchange_ms": 96.959836082533, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 347223, "last_speech_sample": 347223, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "a51d385b45166048e32230942843a00fd93203ca4125d0975e6fd0bf2d69ee6e", "samples": 347223 }, "phrase_id": "id-2faa8e835e5321", "session_id": "id-5a2410d3f3c74b", "stream_id": "id-7c6f414779cb9f", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 126.09999999403954, "bytes": 2006 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 100, "bytes": 210 }, { "stage": "ready", "setup_ms": 616.7000000029802 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 107, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-2faa8e835e5321" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 232.29999999701977, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-2faa8e835e5321" }, { "stage": "pcm_sent", "feed_ms": 343.79999999701977, "samples": 115741, "sample_rate": 16000, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "wire_bytes": 33690, "codec": "opus", "packets": 363, "packet_publish_ms": 1.899999976158142 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 111.29999999701977, "bytes": 265 }, { "stage": "ingress_summary", "feed_resample_ms": 2.030998468399048, "lock_wait_ms": 0.7055785972625017, "pcm_bytes": 694446, "wire_bytes": 33690, "opus_decode_ms": 48.50970744155347, "packets": 363 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 111.8999999910593, "bytes": 30140 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 109.79999999701977, "bytes": 37 }, { "stage": "released", "end_ms": 523 } ], "model": "nemotron_unified_06b", "type": "final", "text": "Построим маршрут АКР от Пулкова до Казани, проверить Ситыстар и отметь участки, где потребует цар нам.", "code": null, "pcm_sha256": "a9f910345ab48504d955c3ae048756c977365857ff2c60628e4054b40fe18fca", "input_sha256": "d7f1a825d7f19bedac90f316a72ec0d84fd4403533e8f405db3a13fba1cab05f", "decode_ms": 54.838286712765694, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_unified_06b", "worker_queue_ms": 0.6083459593355656, "worker_decode_ms": 54.838286712765694, "decode_count": 1, "prepare_ms": 18.66984716616571, "processed_audio_seconds": 7.2338125, "source_upload_ms": 2.8044648934155703, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.285465270280838, "model_load_ms": 0, "model_exchange_ms": 96.959836082533, "upload_rpc_count": 1, "upload_packets": 4, "upload_pcm_bytes": 231482 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 231482, "wire_bytes": 33690, "packets": 363 }, "attempt": 1, "word_edits": 10, "ref_words": 17, "char_edits": 22, "ref_chars": 81, "wer_pct": 58.8235294117647, "cer_pct": 27.160493827160494, "model_label": "Nemotron Labs Unified", "raw_text": "Построим маршрут АКР от Пулкова до Казани, проверить Ситыстар и отметь участки, где потребует цар нам.", "raw_wer_pct": 58.8235294117647, "raw_cer_pct": 27.160493827160494, "length": "medium", "noise": "5", "seconds": 7.2338125, "domain": "aviation", "terms_total": 6, "terms_hit": 1, "terms_missing": 5, "terms_inserted": 0, "postprocess_ms": 0.037839869037270546 } ]