[ { "id": "05-15", "backend": "nemotron_unified_06b", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T12:55:25.145Z", "finished": "2026-11-09T12:55:26.561Z", "applied_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "Сверь Юэн эйч и метр.", "normalized_text": "Сверь Юэн эйч и метр.", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.05966098979115486 }, "diagnostic": { "text": "Сверь Юэн эйч и метр.", "decode_ms": 37.13657893240452, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.15597231686115265, "model_load_ms": 0, "model_exchange_ms": 59.655392076820135, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-ea5bbfe81d00ea", "session_id": "id-8d182d05d8e2f3", "stream_id": "id-fb8118203266b2", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 19.400000005960464, "encoding_reused": false, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 121.8999999910593, "bytes": 2006 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 99.90000000596046, "bytes": 210 }, { "stage": "ready", "setup_ms": 602.3999999910593 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 104.79999999701977, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-ea5bbfe81d00ea" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 182.20000000298023, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-ea5bbfe81d00ea" }, { "stage": "pcm_sent", "feed_ms": 291.30000001192093, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.7000000029802322 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 98.59999999403954, "bytes": 266 }, { "stage": "ingress_summary", "feed_resample_ms": 0.735091045498848, "lock_wait_ms": 0.26833638548851013, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 20.84854943677783, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 112.1000000089407, "bytes": 28647 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 103.29999999701977, "bytes": 37 }, { "stage": "released", "end_ms": 502.69999998807907 } ], "model": "nemotron_unified_06b", "type": "final", "text": "Сверь Юэн эйч и метр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 37.13657893240452, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_unified_06b", "worker_queue_ms": 0.6136558949947357, "worker_decode_ms": 37.13657893240452, "decode_count": 1, "prepare_ms": 11.31042093038559, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.7170061580836773, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.15597231686115265, "model_load_ms": 0, "model_exchange_ms": 59.655392076820135, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 19.400000005960464, "encoding_reused": false, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 3, "ref_words": 4, "char_edits": 11, "ref_chars": 14, "wer_pct": 75.0, "cer_pct": 78.57142857142857, "model_label": "Nemotron Labs Unified", "raw_text": "Сверь Юэн эйч и метр.", "raw_wer_pct": 75.0, "raw_cer_pct": 78.57142857142857, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 0, "terms_missing": 2, "terms_inserted": 0, "postprocess_ms": 0.05966098979115486 }, { "id": "05-15", "backend": "nemotron_unified_06b", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T12:55:26.561Z", "finished": "2026-11-09T12:55:27.897Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Сверь Юэн эйч и метр.", "decode_ms": 39.37440365552902, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.13149529695510864, "model_load_ms": 0, "model_exchange_ms": 62.26717680692673, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-572ac59848d3bf", "session_id": "id-5e88b5de2df3e2", "stream_id": "id-321c912355242e", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 110.90000000596046, "bytes": 1858 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 102, "bytes": 210 }, { "stage": "ready", "setup_ms": 601.6000000089407 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 103.5, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-572ac59848d3bf" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 120.20000000298023, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-572ac59848d3bf" }, { "stage": "pcm_sent", "feed_ms": 228.09999999403954, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.800000011920929 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 101.6000000089407, "bytes": 268 }, { "stage": "ingress_summary", "feed_resample_ms": 0.5745857488363981, "lock_wait_ms": 0.19506551325321198, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 18.374111270532012, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 112.20000000298023, "bytes": 27953 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 103.29999999701977, "bytes": 37 }, { "stage": "released", "end_ms": 505.5 } ], "model": "nemotron_unified_06b", "type": "final", "text": "Сверь Юэн эйч и метр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 39.37440365552902, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_unified_06b", "worker_queue_ms": 0.6654460448771715, "worker_decode_ms": 39.37440365552902, "decode_count": 1, "prepare_ms": 17.835398903116584, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.8690180256962776, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.13149529695510864, "model_load_ms": 0, "model_exchange_ms": 62.26717680692673, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 3, "ref_words": 4, "char_edits": 11, "ref_chars": 14, "wer_pct": 75.0, "cer_pct": 78.57142857142857, "model_label": "Nemotron Labs Unified", "raw_text": "Сверь Юэн эйч и метр.", "raw_wer_pct": 75.0, "raw_cer_pct": 78.57142857142857, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 0, "terms_missing": 2, "terms_inserted": 0, "postprocess_ms": null }, { "id": "05-15", "backend": "streaming_worker", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "hotwords", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T12:55:27.997Z", "finished": "2026-11-09T12:55:29.455Z", "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": "SWIRQNH и METAR", "decode_ms": 150.56571550667286, "queue_ms": 0, "backend": "streaming_worker", "model": "large-v3-turbo", "model_revision": null, "scores": { "avg_logprob": -0.360400232175986, "no_speech_prob": 0, "compression_ratio": 0.6666666666666666 }, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.14147907495498657, "model_load_ms": 0, "model_exchange_ms": 173.20328787900507, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-643529f9133e0c", "session_id": "id-c11c2134913219", "stream_id": "id-4a32f88d64d534", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 123.90000000596046, "bytes": 1998 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 102.40000000596046, "bytes": 206 }, { "stage": "ready", "setup_ms": 626 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 106.40000000596046, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-643529f9133e0c" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 135, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-643529f9133e0c" }, { "stage": "pcm_sent", "feed_ms": 245.59999999403954, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 1 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 183.6000000089407, "bytes": 266 }, { "stage": "ingress_summary", "feed_resample_ms": 0.8574079256504774, "lock_wait_ms": 0.289693009108305, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 23.583197966217995, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 111.20000000298023, "bytes": 28651 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 100.90000000596046, "bytes": 37 }, { "stage": "released", "end_ms": 586.7000000029802 } ], "model": "streaming_worker", "type": "final", "text": "SWIRQNH и METAR", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 150.56571550667286, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "streaming_worker", "worker_queue_ms": 0.5929649341851473, "worker_decode_ms": 150.56571550667286, "decode_count": 1, "prepare_ms": 19.43093305453658, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.7206059526652098, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.14147907495498657, "model_load_ms": 0, "model_exchange_ms": 173.20328787900507, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 2, "ref_words": 4, "char_edits": 5, "ref_chars": 14, "wer_pct": 50.0, "cer_pct": 35.714285714285715, "model_label": "Whisper Turbo", "raw_text": "SWIRQNH и METAR", "raw_wer_pct": 50.0, "raw_cer_pct": 35.714285714285715, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 1, "terms_missing": 1, "terms_inserted": 0, "postprocess_ms": null }, { "id": "05-15", "backend": "streaming_worker", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T12:55:29.456Z", "finished": "2026-11-09T12:55:30.889Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "сверь QNH и метр.", "decode_ms": 149.3505984544754, "queue_ms": 0, "backend": "streaming_worker", "model": "large-v3-turbo", "model_revision": null, "scores": { "avg_logprob": -0.3750661090016365, "no_speech_prob": 0, "compression_ratio": 0.7714285714285715 }, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.1316554844379425, "model_load_ms": 0, "model_exchange_ms": 172.44634008966386, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-73d3bfa4504b64", "session_id": "id-799d6683ef17c0", "stream_id": "id-fe8ee25851a7f5", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 108.90000000596046, "bytes": 1854 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 99, "bytes": 206 }, { "stage": "ready", "setup_ms": 613.6000000089407 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 102.20000000298023, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-73d3bfa4504b64" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 125.5, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-73d3bfa4504b64" }, { "stage": "pcm_sent", "feed_ms": 231.8999999910593, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.29999999701976776 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 184.8999999910593, "bytes": 267 }, { "stage": "ingress_summary", "feed_resample_ms": 0.6745180580765009, "lock_wait_ms": 0.2022779081016779, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 17.673808615654707, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 106.5, "bytes": 25989 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 105.70000000298023, "bytes": 37 }, { "stage": "released", "end_ms": 588.5 } ], "model": "streaming_worker", "type": "final", "text": "сверь QNH и метр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 149.3505984544754, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "streaming_worker", "worker_queue_ms": 0.4301539156585932, "worker_decode_ms": 149.3505984544754, "decode_count": 1, "prepare_ms": 16.419416991993785, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.7391260005533695, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.1316554844379425, "model_load_ms": 0, "model_exchange_ms": 172.44634008966386, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 1, "ref_words": 4, "char_edits": 5, "ref_chars": 14, "wer_pct": 25.0, "cer_pct": 35.714285714285715, "model_label": "Whisper Turbo", "raw_text": "сверь QNH и метр.", "raw_wer_pct": 25.0, "raw_cer_pct": 35.714285714285715, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 1, "terms_missing": 1, "terms_inserted": 0, "postprocess_ms": null }, { "id": "05-15", "backend": "streaming_worker_russian", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "hotwords", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T12:55:30.989Z", "finished": "2026-11-09T12:55:32.545Z", "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": "сверь QNH и Метар.", "decode_ms": 242.95848049223423, "queue_ms": 0, "backend": "streaming_worker_russian", "model": "large-v3-russian", "model_revision": null, "scores": { "avg_logprob": -0.489456268457266, "no_speech_prob": 0.0012836456298828125, "compression_ratio": 0.7837837837837838 }, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.10402686893939972, "model_load_ms": 0, "model_exchange_ms": 277.23486395552754, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-4f6aa2290cf8e4", "session_id": "id-b1bdfb2fc24067", "stream_id": "id-be1c3050e1a7e6", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 122.79999999701977, "bytes": 2006 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 103.29999999701977, "bytes": 214 }, { "stage": "ready", "setup_ms": 629.0999999940395 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 108.59999999403954, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-4f6aa2290cf8e4" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 118.1000000089407, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-4f6aa2290cf8e4" }, { "stage": "pcm_sent", "feed_ms": 230.90000000596046, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.30000001192092896 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 287.59999999403954, "bytes": 267 }, { "stage": "ingress_summary", "feed_resample_ms": 0.5841166712343693, "lock_wait_ms": 0.2730481792241335, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 19.671499961987138, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 113.09999999403954, "bytes": 28925 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 104.80000001192093, "bytes": 37 }, { "stage": "released", "end_ms": 695.6999999880791 } ], "model": "streaming_worker_russian", "type": "final", "text": "сверь QNH и Метар.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 242.95848049223423, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "streaming_worker_russian", "worker_queue_ms": 0.5927749443799257, "worker_decode_ms": 242.95848049223423, "decode_count": 1, "prepare_ms": 11.41701196320355, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.6670958828181028, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.10402686893939972, "model_load_ms": 0, "model_exchange_ms": 277.23486395552754, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 1, "ref_words": 4, "char_edits": 5, "ref_chars": 14, "wer_pct": 25.0, "cer_pct": 35.714285714285715, "model_label": "Whisper Russian", "raw_text": "сверь QNH и Метар.", "raw_wer_pct": 25.0, "raw_cer_pct": 35.714285714285715, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 1, "terms_missing": 1, "terms_inserted": 0, "postprocess_ms": null }, { "id": "05-15", "backend": "streaming_worker_russian", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T12:55:32.545Z", "finished": "2026-11-09T12:55:34.058Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "сверь QNH и метр.", "decode_ms": 232.71379433572292, "queue_ms": 0, "backend": "streaming_worker_russian", "model": "large-v3-russian", "model_revision": null, "scores": { "avg_logprob": -0.23226422529954177, "no_speech_prob": 0.002216339111328125, "compression_ratio": 0.7714285714285715 }, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.09511224925518036, "model_load_ms": 0, "model_exchange_ms": 260.0431318860501, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-2232e7b7688375", "session_id": "id-2f5d8d0ca85075", "stream_id": "id-611dd96a6bd7d2", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 107.20000000298023, "bytes": 1862 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 101.80000001192093, "bytes": 214 }, { "stage": "ready", "setup_ms": 615.7000000029802 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 102.29999999701977, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-2232e7b7688375" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 119.90000000596046, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-2232e7b7688375" }, { "stage": "pcm_sent", "feed_ms": 226.59999999403954, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 1.4000000059604645 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 274, "bytes": 268 }, { "stage": "ingress_summary", "feed_resample_ms": 0.6483839824795723, "lock_wait_ms": 0.22114231251180172, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 17.956356750801206, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 105.70000000298023, "bytes": 26193 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 101.90000000596046, "bytes": 37 }, { "stage": "released", "end_ms": 671.0999999940395 } ], "model": "streaming_worker_russian", "type": "final", "text": "сверь QNH и метр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 232.71379433572292, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "streaming_worker_russian", "worker_queue_ms": 0.7259559351950884, "worker_decode_ms": 232.71379433572292, "decode_count": 1, "prepare_ms": 12.613582890480757, "processed_audio_seconds": 2.4505, "source_upload_ms": 2.580703003332019, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.09511224925518036, "model_load_ms": 0, "model_exchange_ms": 260.0431318860501, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 1, "ref_words": 4, "char_edits": 5, "ref_chars": 14, "wer_pct": 25.0, "cer_pct": 35.714285714285715, "model_label": "Whisper Russian", "raw_text": "сверь QNH и метр.", "raw_wer_pct": 25.0, "raw_cer_pct": 35.714285714285715, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 1, "terms_missing": 1, "terms_inserted": 0, "postprocess_ms": null }, { "id": "05-15", "backend": "gigaam_v3", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T12:55:34.162Z", "finished": "2026-11-09T12:55:35.518Z", "applied_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "Сверь-нэч иметр.", "normalized_text": "Сверь-нэч иметр.", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.027949921786785126 }, "diagnostic": { "text": "Сверь-нэч иметр.", "decode_ms": 47.60339856147766, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.09659677743911743, "model_load_ms": 0, "model_exchange_ms": 73.27182311564684, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-105fae28aef434", "session_id": "id-5ceadd86b9cc5c", "stream_id": "id-4397c7fba3abed", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 119.30000001192093, "bytes": 1995 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 99.09999999403954, "bytes": 199 }, { "stage": "ready", "setup_ms": 611.3000000119209 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 106.5, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-105fae28aef434" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 119.70000000298023, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-105fae28aef434" }, { "stage": "pcm_sent", "feed_ms": 230.70000000298023, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.8000000417232513 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 100.8999999910593, "bytes": 268 }, { "stage": "ingress_summary", "feed_resample_ms": 0.6762789562344551, "lock_wait_ms": 0.24066190235316753, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 20.299065858125687, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 112, "bytes": 26632 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 110.70000000298023, "bytes": 37 }, { "stage": "released", "end_ms": 513.7999999970198 } ], "model": "gigaam_v3", "type": "final", "text": "Сверь-нэч иметр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 47.60339856147766, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "gigaam_v3", "worker_queue_ms": 0.6992658600211143, "worker_decode_ms": 47.60339856147766, "decode_count": 1, "prepare_ms": 14.625851064920425, "processed_audio_seconds": 2.4505, "source_upload_ms": 1.3513730373233557, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.09659677743911743, "model_load_ms": 0, "model_exchange_ms": 73.27182311564684, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 3, "ref_words": 4, "char_edits": 8, "ref_chars": 14, "wer_pct": 75.0, "cer_pct": 57.142857142857146, "model_label": "GigaAM v3 RNNT", "raw_text": "Сверь-нэч иметр.", "raw_wer_pct": 75.0, "raw_cer_pct": 57.142857142857146, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 0, "terms_missing": 2, "terms_inserted": 0, "postprocess_ms": 0.027949921786785126 }, { "id": "05-15", "backend": "gigaam_v3", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T12:55:35.518Z", "finished": "2026-11-09T12:55:36.980Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Сверь-нэч иметр.", "decode_ms": 44.75955292582512, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.09838864207267761, "model_load_ms": 0, "model_exchange_ms": 84.25379218533635, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-cff51608725caf", "session_id": "id-379d8ad0e52811", "stream_id": "id-def18d037e9760", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 116.70000000298023, "bytes": 1847 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 102.30000001192093, "bytes": 199 }, { "stage": "ready", "setup_ms": 706 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 108.20000000298023, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-cff51608725caf" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 130.09999999403954, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-cff51608725caf" }, { "stage": "pcm_sent", "feed_ms": 242.59999999403954, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.6999999731779099 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 101, "bytes": 267 }, { "stage": "ingress_summary", "feed_resample_ms": 0.8223576005548239, "lock_wait_ms": 0.2965435851365328, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 24.191424250602722, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 108.40000000596046, "bytes": 25970 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 111.80000001192093, "bytes": 37 }, { "stage": "released", "end_ms": 512.8000000119209 } ], "model": "gigaam_v3", "type": "final", "text": "Сверь-нэч иметр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 44.75955292582512, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "gigaam_v3", "worker_queue_ms": 0.5831350572407246, "worker_decode_ms": 44.75955292582512, "decode_count": 1, "prepare_ms": 14.038085006177425, "processed_audio_seconds": 2.4505, "source_upload_ms": 1.4138619881123304, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.09838864207267761, "model_load_ms": 0, "model_exchange_ms": 84.25379218533635, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 3, "ref_words": 4, "char_edits": 8, "ref_chars": 14, "wer_pct": 75.0, "cer_pct": 57.142857142857146, "model_label": "GigaAM v3 RNNT", "raw_text": "Сверь-нэч иметр.", "raw_wer_pct": 75.0, "raw_cer_pct": 57.142857142857146, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 0, "terms_missing": 2, "terms_inserted": 0, "postprocess_ms": null }, { "id": "05-15", "backend": "gigaam_large_ctc", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T12:55:37.079Z", "finished": "2026-11-09T12:55:38.423Z", "applied_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "сверь кьюэн эйч и метр", "normalized_text": "сверь кьюэн эйч и метр", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.02680090256035328 }, "diagnostic": { "text": "сверь кьюэн эйч и метр", "decode_ms": 38.03402557969093, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.09613670408725739, "model_load_ms": 0, "model_exchange_ms": 64.56404691562057, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-08113ce53ce87e", "session_id": "id-665ed27500a501", "stream_id": "id-ad72ec2fa0fe32", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 116.19999998807907, "bytes": 2002 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 98.20000000298023, "bytes": 206 }, { "stage": "ready", "setup_ms": 609.8999999910593 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 100.29999999701977, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-08113ce53ce87e" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 124.40000000596046, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-08113ce53ce87e" }, { "stage": "pcm_sent", "feed_ms": 228.90000000596046, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.5999999940395355 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 101.70000000298023, "bytes": 268 }, { "stage": "ingress_summary", "feed_resample_ms": 0.6525609642267227, "lock_wait_ms": 0.22694608196616173, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 16.882260562852025, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 104.80000001192093, "bytes": 26747 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 107.5, "bytes": 37 }, { "stage": "released", "end_ms": 505.20000000298023 } ], "model": "gigaam_large_ctc", "type": "final", "text": "сверь кьюэн эйч и метр", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 38.03402557969093, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "gigaam_large_ctc", "worker_queue_ms": 0.590585870668292, "worker_decode_ms": 38.03402557969093, "decode_count": 1, "prepare_ms": 11.232631048187613, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.836468068882823, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.09613670408725739, "model_load_ms": 0, "model_exchange_ms": 64.56404691562057, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 3, "ref_words": 4, "char_edits": 13, "ref_chars": 14, "wer_pct": 75.0, "cer_pct": 92.85714285714286, "model_label": "GigaAM Large CTC", "raw_text": "сверь кьюэн эйч и метр", "raw_wer_pct": 75.0, "raw_cer_pct": 92.85714285714286, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 0, "terms_missing": 2, "terms_inserted": 0, "postprocess_ms": 0.02680090256035328 }, { "id": "05-15", "backend": "gigaam_large_ctc", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T12:55:38.423Z", "finished": "2026-11-09T12:55:39.868Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "сверь кьюэн эйч и метр", "decode_ms": 40.44684022665024, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.0958126038312912, "model_load_ms": 0, "model_exchange_ms": 67.88148614577949, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-154fabb905992d", "session_id": "id-44aa379f0a6a70", "stream_id": "id-619625bdd2f83c", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 110.8999999910593, "bytes": 1854 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 109.70000000298023, "bytes": 206 }, { "stage": "ready", "setup_ms": 679.1999999880791 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 124.5, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-154fabb905992d" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 112.70000000298023, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-154fabb905992d" }, { "stage": "pcm_sent", "feed_ms": 241.5, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.5000000298023224 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 117.1000000089407, "bytes": 268 }, { "stage": "ingress_summary", "feed_resample_ms": 0.6506047211587429, "lock_wait_ms": 0.21191220730543137, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 17.282428918406367, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 107.90000000596046, "bytes": 26039 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 104.3999999910593, "bytes": 37 }, { "stage": "released", "end_ms": 524.4000000059605 } ], "model": "gigaam_large_ctc", "type": "final", "text": "сверь кьюэн эйч и метр", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 40.44684022665024, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "gigaam_large_ctc", "worker_queue_ms": 0.6352949421852827, "worker_decode_ms": 40.44684022665024, "decode_count": 1, "prepare_ms": 8.454093942418694, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.9426691103726625, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.0958126038312912, "model_load_ms": 0, "model_exchange_ms": 67.88148614577949, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 3, "ref_words": 4, "char_edits": 13, "ref_chars": 14, "wer_pct": 75.0, "cer_pct": 92.85714285714286, "model_label": "GigaAM Large CTC", "raw_text": "сверь кьюэн эйч и метр", "raw_wer_pct": 75.0, "raw_cer_pct": 92.85714285714286, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 0, "terms_missing": 2, "terms_inserted": 0, "postprocess_ms": null }, { "id": "05-15", "backend": "linto_streaming", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "hotwords", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T12:55:39.972Z", "finished": "2026-11-09T12:55:41.511Z", "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": "SWIRQNH и METAR", "backend": "linto_streaming", "model": null, "model_revision": null, "source": { "sample_rate": 16000, "samples": 39208, "channels": 1, "format": "pcm16le", "wav_sha256": "34900f505c0014aedfbaf0c9d953ee094737101e9b097c801a86794ab8f3e723" }, "transport": { "file_lock_ms": 6.9098519161343575, "http_exchange_ms": 292.53388196229935 }, "model_input": null, "transformations": [ "linto_internal_preparation_not_observed" ], "elapsed_ms": 299.508323892951, "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": -0.4109075764815013, "no_speech_prob": 0, "compression_ratio": 0.6666666666666666 }, "accepted": null, "decode_ms": 160.9727256000042, "decode_count": 1, "raw_response": { "text": "SWIRQNH и METAR", "language": "ru", "confidence-score": 0.66, "words": [], "recognition_ms": 160.9727256000042, "decode_count": 1, "evaluation": { "avg_logprob": -0.4109075764815013, "no_speech_prob": 0, "compression_ratio": 0.6666666666666666 }, "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": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-f17608bf9350eb", "session_id": "id-0958f623ef712e", "stream_id": "id-a1015742761080", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 100.29999999701977, "bytes": 1997 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 102.30000001192093, "bytes": 205 }, { "stage": "ready", "setup_ms": 589.5 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 101.6000000089407, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-f17608bf9350eb" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 121.3999999910593, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-f17608bf9350eb" }, { "stage": "pcm_sent", "feed_ms": 227.19999998807907, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.7999999672174454 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 315.09999999403954, "bytes": 268 }, { "stage": "ingress_summary", "feed_resample_ms": 0.6572713609784842, "lock_wait_ms": 0.20075100474059582, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 17.693413887172937, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 110.90000000596046, "bytes": 22073 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 106, "bytes": 37 }, { "stage": "released", "end_ms": 723.1000000089407 } ], "model": "linto_streaming", "type": "final", "text": "SWIRQNH и METAR", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "decode_ms": 160.9727256000042, "decode_count": 1, "timings": { "backend": "linto_streaming", "worker_queue_ms": 0.6325861904770136, "worker_decode_ms": 160.9727256000042, "decode_count": 1, "prepare_ms": 11.926356935873628, "processed_audio_seconds": 2.4505, "source_upload_ms": 1.1159388814121485, "collection_ms": null, "silence_ms": null, "vad_ms": null, "file_lock_ms": 6.9098519161343575, "http_exchange_ms": 292.53388196229935 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 2, "ref_words": 4, "char_edits": 5, "ref_chars": 14, "wer_pct": 50.0, "cer_pct": 35.714285714285715, "model_label": "LinTO Whisper", "raw_text": "SWIRQNH и METAR", "raw_wer_pct": 50.0, "raw_cer_pct": 35.714285714285715, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 1, "terms_missing": 1, "terms_inserted": 0, "postprocess_ms": null }, { "id": "05-15", "backend": "linto_streaming", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T12:55:41.512Z", "finished": "2026-11-09T12:55:43.173Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "сверь QNH и метр.", "backend": "linto_streaming", "model": null, "model_revision": null, "source": { "sample_rate": 16000, "samples": 39208, "channels": 1, "format": "pcm16le", "wav_sha256": "34900f505c0014aedfbaf0c9d953ee094737101e9b097c801a86794ab8f3e723" }, "transport": { "file_lock_ms": 5.305457161739469, "http_exchange_ms": 336.5719139110297 }, "model_input": null, "transformations": [ "linto_internal_preparation_not_observed" ], "elapsed_ms": 341.9163420330733, "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": -0.3635815878709157, "no_speech_prob": 0, "compression_ratio": 0.7714285714285715 }, "accepted": null, "decode_ms": 160.08430160582066, "decode_count": 1, "raw_response": { "text": "сверь QNH и метр.", "language": "ru", "confidence-score": 0.7, "words": [], "recognition_ms": 160.08430160582066, "decode_count": 1, "evaluation": { "avg_logprob": -0.3635815878709157, "no_speech_prob": 0, "compression_ratio": 0.7714285714285715 }, "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": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-6154eb3d6f9198", "session_id": "id-fafdbb1d7feb19", "stream_id": "id-2902c1957bf771", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 109, "bytes": 1853 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 99.5, "bytes": 205 }, { "stage": "ready", "setup_ms": 589.7000000029802 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 104.09999999403954, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-6154eb3d6f9198" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 111.69999998807907, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-6154eb3d6f9198" }, { "stage": "pcm_sent", "feed_ms": 220.09999999403954, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.4000000059604645 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 354.80000001192093, "bytes": 268 }, { "stage": "ingress_summary", "feed_resample_ms": 0.6206170655786991, "lock_wait_ms": 0.22881058976054192, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 18.816555617377162, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 109.79999999701977, "bytes": 19273 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 110.59999999403954, "bytes": 37 }, { "stage": "released", "end_ms": 851.3000000119209 } ], "model": "linto_streaming", "type": "final", "text": "сверь QNH и метр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "decode_ms": 160.08430160582066, "decode_count": 1, "timings": { "backend": "linto_streaming", "worker_queue_ms": 0.4764040932059288, "worker_decode_ms": 160.08430160582066, "decode_count": 1, "prepare_ms": 10.127149987965822, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.628545880317688, "collection_ms": null, "silence_ms": null, "vad_ms": null, "file_lock_ms": 5.305457161739469, "http_exchange_ms": 336.5719139110297 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 1, "ref_words": 4, "char_edits": 5, "ref_chars": 14, "wer_pct": 25.0, "cer_pct": 35.714285714285715, "model_label": "LinTO Whisper", "raw_text": "сверь QNH и метр.", "raw_wer_pct": 25.0, "raw_cer_pct": 35.714285714285715, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 1, "terms_missing": 1, "terms_inserted": 0, "postprocess_ms": null }, { "id": "05-15", "backend": "nemotron_asr_06b", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T12:55:43.275Z", "finished": "2026-11-09T12:55:44.600Z", "applied_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "Сверь QNH и Метр.", "normalized_text": "Сверь QNH и Метр.", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.02838997170329094 }, "diagnostic": { "text": "Сверь QNH и Метр.", "decode_ms": 63.705381006002426, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.09585916996002197, "model_load_ms": 0, "model_exchange_ms": 85.05580900236964, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-84d5a5da6dd6f8", "session_id": "id-e1c8af802bae6f", "stream_id": "id-c505be1bb7d765", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 122.5, "bytes": 2002 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 96.79999999701977, "bytes": 206 }, { "stage": "ready", "setup_ms": 601.7000000029802 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 100.79999999701977, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-84d5a5da6dd6f8" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 120.20000000298023, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-84d5a5da6dd6f8" }, { "stage": "pcm_sent", "feed_ms": 225.29999999701977, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.20000001788139343 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 100.20000000298023, "bytes": 267 }, { "stage": "ingress_summary", "feed_resample_ms": 0.7423933129757643, "lock_wait_ms": 0.2779115457087755, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 19.064301159232855, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 104.40000000596046, "bytes": 28470 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 102.09999999403954, "bytes": 37 }, { "stage": "released", "end_ms": 497.70000000298023 } ], "model": "nemotron_asr_06b", "type": "final", "text": "Сверь QNH и Метр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 63.705381006002426, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_asr_06b", "worker_queue_ms": 0.5736860912293196, "worker_decode_ms": 63.705381006002426, "decode_count": 1, "prepare_ms": 10.459454031661153, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.6815260276198387, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.09585916996002197, "model_load_ms": 0, "model_exchange_ms": 85.05580900236964, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 1, "ref_words": 4, "char_edits": 5, "ref_chars": 14, "wer_pct": 25.0, "cer_pct": 35.714285714285715, "model_label": "Nemotron 3.5 ASR 0.6B", "raw_text": "Сверь QNH и Метр.", "raw_wer_pct": 25.0, "raw_cer_pct": 35.714285714285715, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 1, "terms_missing": 1, "terms_inserted": 0, "postprocess_ms": 0.02838997170329094 }, { "id": "05-15", "backend": "nemotron_asr_06b", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T12:55:44.600Z", "finished": "2026-11-09T12:55:45.958Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Сверь QNH и Метр.", "decode_ms": 45.316511765122414, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.10726042091846466, "model_load_ms": 0, "model_exchange_ms": 67.10254889912903, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-5ef1e36d2ac2b6", "session_id": "id-0b49e70bd7da45", "stream_id": "id-3447ef231aa968", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 116.6000000089407, "bytes": 1854 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 101.5, "bytes": 206 }, { "stage": "ready", "setup_ms": 613.9000000059605 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 102.5, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-5ef1e36d2ac2b6" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 121.5, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-5ef1e36d2ac2b6" }, { "stage": "pcm_sent", "feed_ms": 228.40000000596046, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.7999999821186066 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 104.79999999701977, "bytes": 268 }, { "stage": "ingress_summary", "feed_resample_ms": 0.5337696056813002, "lock_wait_ms": 0.18147495575249195, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 16.023482894524932, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 107.70000000298023, "bytes": 27818 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 101.90000000596046, "bytes": 37 }, { "stage": "released", "end_ms": 515.2999999970198 } ], "model": "nemotron_asr_06b", "type": "final", "text": "Сверь QNH и Метр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 45.316511765122414, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_asr_06b", "worker_queue_ms": 0.8106180466711521, "worker_decode_ms": 45.316511765122414, "decode_count": 1, "prepare_ms": 11.616433970630169, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.7785670459270477, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.10726042091846466, "model_load_ms": 0, "model_exchange_ms": 67.10254889912903, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 1, "ref_words": 4, "char_edits": 5, "ref_chars": 14, "wer_pct": 25.0, "cer_pct": 35.714285714285715, "model_label": "Nemotron 3.5 ASR 0.6B", "raw_text": "Сверь QNH и Метр.", "raw_wer_pct": 25.0, "raw_cer_pct": 35.714285714285715, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 1, "terms_missing": 1, "terms_inserted": 0, "postprocess_ms": null }, { "id": "05-15", "backend": "nemotron_transcribe_lite", "enabled": true, "profile": "aviation", "requested_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T12:55:46.064Z", "finished": "2026-11-09T12:55:47.460Z", "applied_terms": { "mode": "replacements", "profile": "aviation", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "Сверь Qен эйч и метр.", "normalized_text": "Сверь Qен эйч и метр.", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.025270041078329086 }, "diagnostic": { "text": "Сверь Qен эйч и метр.", "decode_ms": 120.67784368991852, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.10588765144348145, "model_load_ms": 0, "model_exchange_ms": 158.2174028735608, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-9ec658c7a7d898", "session_id": "id-693e2aca88feb1", "stream_id": "id-0786ec629974d8", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 125.20000000298023, "bytes": 2010 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 98.79999999701977, "bytes": 214 }, { "stage": "ready", "setup_ms": 604.0999999940395 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 104.90000000596046, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-9ec658c7a7d898" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 117.70000000298023, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-9ec658c7a7d898" }, { "stage": "pcm_sent", "feed_ms": 227.1000000089407, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.699999988079071 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 168.5, "bytes": 268 }, { "stage": "ingress_summary", "feed_resample_ms": 0.6597582250833511, "lock_wait_ms": 0.20552822388708591, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 17.885049572214484, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 103, "bytes": 29207 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 102.5, "bytes": 37 }, { "stage": "released", "end_ms": 564.6999999880791 } ], "model": "nemotron_transcribe_lite", "type": "final", "text": "Сверь Qен эйч и метр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 120.67784368991852, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_transcribe_lite", "worker_queue_ms": 0.44773402623832226, "worker_decode_ms": 120.67784368991852, "decode_count": 1, "prepare_ms": 11.923165060579777, "processed_audio_seconds": 2.4505, "source_upload_ms": 1.5900949947535992, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.10588765144348145, "model_load_ms": 0, "model_exchange_ms": 158.2174028735608, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 3, "ref_words": 4, "char_edits": 10, "ref_chars": 14, "wer_pct": 75.0, "cer_pct": 71.42857142857143, "model_label": "Nemotron Transcribe Lite", "raw_text": "Сверь Qен эйч и метр.", "raw_wer_pct": 75.0, "raw_cer_pct": 71.42857142857143, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 0, "terms_missing": 2, "terms_inserted": 0, "postprocess_ms": 0.025270041078329086 }, { "id": "05-15", "backend": "nemotron_transcribe_lite", "enabled": false, "profile": "aviation", "requested_terms": null, "started": "2026-11-09T12:55:47.460Z", "finished": "2026-11-09T12:55:48.829Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Сверь Qен эйч и метр.", "decode_ms": 98.43889996409416, "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": 39208, "sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a" }, "transport": { "worker_preparation_ms": 0.1321658492088318, "model_load_ms": 0, "model_exchange_ms": 128.0090231448412, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 117624, "last_speech_sample": 117624, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "ea8594df3b2b74a5913656df0d116a0078f78ae781c17627db70e258d84d0b19", "samples": 117624 }, "phrase_id": "id-ab485a93bdcc2a", "session_id": "id-1b4779b09ce624", "stream_id": "id-0195e5c18fe371", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 109.6000000089407, "bytes": 1862 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 97.8999999910593, "bytes": 214 }, { "stage": "ready", "setup_ms": 599.8999999910593 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 103.6000000089407, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-ab485a93bdcc2a" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 125.20000000298023, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-ab485a93bdcc2a" }, { "stage": "pcm_sent", "feed_ms": 233.30000001192093, "samples": 39208, "sample_rate": 16000, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "wire_bytes": 11738, "codec": "opus", "packets": 123, "packet_publish_ms": 0.6999999731779099 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 138, "bytes": 268 }, { "stage": "ingress_summary", "feed_resample_ms": 0.6417473778128624, "lock_wait_ms": 0.20876922644674778, "pcm_bytes": 235248, "wire_bytes": 11738, "opus_decode_ms": 24.154712446033955, "packets": 123 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 102.29999999701977, "bytes": 28500 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 104, "bytes": 37 }, { "stage": "released", "end_ms": 534.8999999910593 } ], "model": "nemotron_transcribe_lite", "type": "final", "text": "Сверь Qен эйч и метр.", "code": null, "pcm_sha256": "7beaa7617bda748559b31ee64f4834329cdfc47767ed07714928303ae39b3461", "input_sha256": "83a8074140175086fa677a16f6d56745ef4011dfbe789979a33857960a6dbc3a", "decode_ms": 98.43889996409416, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_transcribe_lite", "worker_queue_ms": 0.6840850692242384, "worker_decode_ms": 98.43889996409416, "decode_count": 1, "prepare_ms": 10.638383915647864, "processed_audio_seconds": 2.4505, "source_upload_ms": 0.8296680171042681, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.1321658492088318, "model_load_ms": 0, "model_exchange_ms": 128.0090231448412, "upload_rpc_count": 1, "upload_packets": 3, "upload_pcm_bytes": 78416 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 78416, "wire_bytes": 11738, "packets": 123 }, "attempt": 1, "word_edits": 3, "ref_words": 4, "char_edits": 10, "ref_chars": 14, "wer_pct": 75.0, "cer_pct": 71.42857142857143, "model_label": "Nemotron Transcribe Lite", "raw_text": "Сверь Qен эйч и метр.", "raw_wer_pct": 75.0, "raw_cer_pct": 71.42857142857143, "length": "short", "noise": "15", "seconds": 2.4505, "domain": "aviation", "terms_total": 2, "terms_hit": 0, "terms_missing": 2, "terms_inserted": 0, "postprocess_ms": null } ]