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модел GFS ICON для Внуково, покажи изобары и фронт окклюзии, затем посчитай вероятность замерзающего дождя", "backend": "linto_streaming", "model": null, "model_revision": null, "source": { "sample_rate": 16000, "samples": 145834, "channels": 1, "format": "pcm16le", "wav_sha256": "9ce91ec67cbfab632344d3307b173707b8acce1a3a42660ed2a7060dfdf6811c" }, "transport": { "file_lock_ms": 4.744602832943201, "http_exchange_ms": 438.5605559218675 }, "model_input": null, "transformations": [ "linto_internal_preparation_not_observed" ], "elapsed_ms": 443.32795892842114, "parameters": { "beam_size": 1, "best_of": 1, "temperature": 0, "condition_on_previous_text": false, "no_speech_threshold": null, "compression_ratio_threshold": null, "hotwords": "ECMWF, CAPE, Казанью, GFS, ICON, Внуково, изобары, окклюзии, замерзающего дождя, Нижним Новгородом, отражаемость, dBZ, GRIB, градом, Баренцева моря, обледенением, Мурманском, инверсию, нулевой изотермы, Самарой, Саратовом, сдвиг ветра, града, шквала", "log_prob_threshold": null, "vad_filter": false, "language": "ru", "word_timestamps": false, "clip_timestamps": "0", "max_initial_timestamp": 10000 }, "scores": { "avg_logprob": -0.09758439572418437, "no_speech_prob": 0, "compression_ratio": 1.3594771241830066 }, "accepted": null, "decode_ms": 213.52512948215008, "decode_count": 1, "raw_response": { "text": "Сопоставь модел GFS ICON для Внуково, покажи изобары и фронт окклюзии, затем посчитай вероятность замерзающего дождя", "language": "ru", "confidence-score": 0.91, "words": [], "recognition_ms": 213.52512948215008, "decode_count": 1, "evaluation": { "avg_logprob": -0.09758439572418437, "no_speech_prob": 0, "compression_ratio": 1.3594771241830066 }, "asr_parameters": { "beam_size": 1, "best_of": 1, "temperature": 0, "condition_on_previous_text": false, "no_speech_threshold": null, "compression_ratio_threshold": null, "hotwords": "ECMWF, CAPE, Казанью, GFS, ICON, Внуково, изобары, окклюзии, замерзающего дождя, Нижним Новгородом, отражаемость, dBZ, GRIB, градом, Баренцева моря, обледенением, Мурманском, инверсию, нулевой изотермы, Самарой, Саратовом, сдвиг ветра, града, шквала", "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": 437502, "last_speech_sample": 437502, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "0e9efaec06d8ebee9bcd3ea4ef85ab8524495c6ec0ef9b3614115ac1b41be06b", "samples": 437502 }, "phrase_id": "id-edb5905831b0b3", "session_id": "id-c196b6b30b9c51", "stream_id": "id-b660aa5257b86d", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 291668, "wire_bytes": 42475, "packets": 457 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 102.6000000089407, "bytes": 1996 }, { 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4.744602832943201, "http_exchange_ms": 438.5605559218675 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 291668, "wire_bytes": 42475, "packets": 457 }, "attempt": 1, "word_edits": 2, "ref_words": 17, "char_edits": 2, "ref_chars": 101, "wer_pct": 11.764705882352942, "cer_pct": 1.9801980198019802, "model_label": "LinTO Whisper", "raw_text": "Сопоставь модел GFS ICON для Внуково, покажи изобары и фронт окклюзии, затем посчитай вероятность замерзающего дождя", "raw_wer_pct": 11.764705882352942, "raw_cer_pct": 1.9801980198019802, "length": "medium", "noise": "5", "seconds": 9.114625, "domain": "weather", "terms_total": 6, "terms_hit": 6, "terms_missing": 0, "terms_inserted": 0, "postprocess_ms": null }, { "id": "09-5", "backend": "linto_streaming", "enabled": false, "profile": "weather", "requested_terms": null, "started": "2026-11-09T12:50:48.649Z", "finished": "2026-11-09T12:50:50.499Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Сопоставь модел JFS Icon для внуковых. Покажи изобары и фронт окклюзии, затем посчитай вероятность замерзающего дождя.", "backend": "linto_streaming", "model": null, "model_revision": null, "source": { "sample_rate": 16000, "samples": 145834, "channels": 1, "format": "pcm16le", "wav_sha256": "9ce91ec67cbfab632344d3307b173707b8acce1a3a42660ed2a7060dfdf6811c" }, "transport": { "file_lock_ms": 5.472308024764061, "http_exchange_ms": 462.47201901860535 }, "model_input": null, "transformations": [ "linto_internal_preparation_not_observed" ], "elapsed_ms": 467.9697691462934, "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": -0.19710992737249894, "no_speech_prob": 0, "compression_ratio": 1.3270440251572326 }, "accepted": null, "decode_ms": 213.6426530778408, "decode_count": 1, "raw_response": { "text": "Сопоставь модел JFS Icon для внуковых. Покажи изобары и фронт окклюзии, затем посчитай вероятность замерзающего дождя.", "language": "ru", "confidence-score": 0.82, "words": [], "recognition_ms": 213.6426530778408, "decode_count": 1, "evaluation": { "avg_logprob": -0.19710992737249894, "no_speech_prob": 0, "compression_ratio": 1.3270440251572326 }, "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": 437502, "last_speech_sample": 437502, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "0e9efaec06d8ebee9bcd3ea4ef85ab8524495c6ec0ef9b3614115ac1b41be06b", "samples": 437502 }, "phrase_id": "id-5970460200eff1", "session_id": "id-4b72b18b889251", "stream_id": "id-ebac0f491b8190", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 291668, "wire_bytes": 42475, "packets": 457 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 100.70000000298023, "bytes": 1853 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 98.20000000298023, "bytes": 205 }, { "stage": "ready", "setup_ms": 581.4000000059605 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 102.59999999403954, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-5970460200eff1" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 265.59999999403954, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-5970460200eff1" }, { "stage": "pcm_sent", "feed_ms": 393.59999999403954, "samples": 145834, "sample_rate": 16000, "pcm_sha256": "7eda78adfcca1c9b6a040c9ebb78c0f18c3fa2b1bec181f36c2b39f7f29d53b2", "wire_bytes": 42475, "codec": "opus", "packets": 457, "packet_publish_ms": 2.7999999970197678 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 483.5, "bytes": 266 }, { "stage": "ingress_summary", "feed_resample_ms": 2.725832397118211, "lock_wait_ms": 0.8978594560176134, "pcm_bytes": 875004, "wire_bytes": 42475, "opus_decode_ms": 56.822821497917175, "packets": 457 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 101.80000001192093, "bytes": 20578 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 99.3999999910593, "bytes": 37 }, { "stage": "released", "end_ms": 875.7000000029802 } ], "model": "linto_streaming", "type": "final", "text": "Сопоставь модел JFS Icon для внуковых. Покажи изобары и фронт окклюзии, затем посчитай вероятность замерзающего дождя.", "code": null, "pcm_sha256": "7eda78adfcca1c9b6a040c9ebb78c0f18c3fa2b1bec181f36c2b39f7f29d53b2", "decode_ms": 213.6426530778408, "decode_count": 1, "timings": { "backend": "linto_streaming", "worker_queue_ms": 0.5850549787282944, "worker_decode_ms": 213.6426530778408, "decode_count": 1, "prepare_ms": 14.226077124476433, "processed_audio_seconds": 9.114625, "source_upload_ms": 3.0002768617123365, "collection_ms": null, "silence_ms": null, "vad_ms": null, "file_lock_ms": 5.472308024764061, "http_exchange_ms": 462.47201901860535 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 291668, "wire_bytes": 42475, "packets": 457 }, "attempt": 1, "word_edits": 4, "ref_words": 17, "char_edits": 5, "ref_chars": 101, "wer_pct": 23.529411764705884, "cer_pct": 4.9504950495049505, "model_label": "LinTO Whisper", "raw_text": "Сопоставь модел JFS Icon для внуковых. Покажи изобары и фронт окклюзии, затем посчитай вероятность замерзающего дождя.", "raw_wer_pct": 23.529411764705884, "raw_cer_pct": 4.9504950495049505, "length": "medium", "noise": "5", "seconds": 9.114625, "domain": "weather", "terms_total": 6, "terms_hit": 4, "terms_missing": 2, "terms_inserted": 0, "postprocess_ms": null }, { "id": "09-5", "backend": "nemotron_asr_06b", "enabled": true, "profile": "weather", "requested_terms": { "mode": "replacements", "profile": "weather", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T12:50:50.600Z", "finished": "2026-11-09T12:50:52.280Z", "applied_terms": { "mode": "replacements", "profile": "weather", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "Це по старма докс Якон для внуково. Покажи за пары и фронта плюзе, затем посчитай вероятность замерзающего дождя.", "normalized_text": "Це по старма докс Якон для внуково. Покажи за пары и фронта плюзе, затем посчитай вероятность замерзающего дождя.", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.02788100391626358 }, "diagnostic": { "text": "Це по старма докс Якон для внуково. 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Покажи за пары и фронта плюзе, затем посчитай вероятность замерзающего дождя.", "code": null, "pcm_sha256": "7eda78adfcca1c9b6a040c9ebb78c0f18c3fa2b1bec181f36c2b39f7f29d53b2", "input_sha256": "a8d11ab81f0476c6a7cc4c7114d5cae0bfa78f90b7a1c8b6f904ea094203abf0", "decode_ms": 205.7855799794197, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_asr_06b", "worker_queue_ms": 0.7658868562430143, "worker_decode_ms": 205.7855799794197, "decode_count": 1, "prepare_ms": 19.288111943751574, "processed_audio_seconds": 9.114625, "source_upload_ms": 2.2461311891674995, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.1667514443397522, "model_load_ms": 0, "model_exchange_ms": 251.58973690122366, "upload_rpc_count": 1, "upload_packets": 5, "upload_pcm_bytes": 291668 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 291668, "wire_bytes": 42475, "packets": 457 }, "attempt": 1, "word_edits": 9, "ref_words": 17, "char_edits": 24, "ref_chars": 101, "wer_pct": 52.94117647058823, "cer_pct": 23.762376237623762, "model_label": "Nemotron 3.5 ASR 0.6B", "raw_text": "Це по старма докс Якон для внуково. Покажи за пары и фронта плюзе, затем посчитай вероятность замерзающего дождя.", "raw_wer_pct": 52.94117647058823, "raw_cer_pct": 23.762376237623762, "length": "medium", "noise": "5", "seconds": 9.114625, "domain": "weather", "terms_total": 6, "terms_hit": 2, "terms_missing": 4, "terms_inserted": 0, "postprocess_ms": 0.02788100391626358 }, { "id": "09-5", "backend": "nemotron_asr_06b", "enabled": false, "profile": "weather", "requested_terms": null, "started": "2026-11-09T12:50:52.280Z", "finished": "2026-11-09T12:50:53.821Z", "applied_terms": { "mode": "off", "applied": false }, "diagnostic": { "text": "Це по старма докс Якон для внуково. Покажи за пары и фронта плюзе, затем посчитай вероятность замерзающего дождя.", "decode_ms": 64.08189982175827, "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": 145834, "sha256": "a8d11ab81f0476c6a7cc4c7114d5cae0bfa78f90b7a1c8b6f904ea094203abf0" }, "transport": { "worker_preparation_ms": 0.24337507784366608, "model_load_ms": 0, "model_exchange_ms": 105.24406004697084, "upload_rpc_count": 1, "upload_packets": 5, "upload_pcm_bytes": 291668 }, "words": [] }, "source": { "start_sample": 0, "end_sample": 437502, "last_speech_sample": 437502, "reason": "selection", "sample_rate": 48000, "format": "pcm16le", "channels": 1, "pcm_sha256": "0e9efaec06d8ebee9bcd3ea4ef85ab8524495c6ec0ef9b3614115ac1b41be06b", "samples": 437502 }, "phrase_id": "id-f9a0d821c26fe4", "session_id": "id-f0f223632baebf", "stream_id": "id-9f8808d8d39567", "transport": [ { "stage": "segmented", "segmentation_reused": false }, { "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 291668, "wire_bytes": 42475, "packets": 457 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 111.80000001192093, "bytes": 1854 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 98.59999999403954, "bytes": 206 }, { "stage": "ready", "setup_ms": 609.2000000029802 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 102.29999999701977, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-f9a0d821c26fe4" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 276, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-f9a0d821c26fe4" }, { "stage": "pcm_sent", "feed_ms": 402.29999999701977, "samples": 145834, "sample_rate": 16000, "pcm_sha256": "7eda78adfcca1c9b6a040c9ebb78c0f18c3fa2b1bec181f36c2b39f7f29d53b2", "wire_bytes": 42475, "codec": "opus", "packets": 457, "packet_publish_ms": 2.500000014901161 }, { "stage": "control_reply", "command": "end", "elapsed_ms": 122.70000000298023, "bytes": 267 }, { "stage": "ingress_summary", "feed_resample_ms": 2.2315813694149256, "lock_wait_ms": 0.7497705519199371, "pcm_bytes": 875004, "wire_bytes": 42475, "opus_decode_ms": 52.808224223554134, "packets": 457 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 107.5, "bytes": 28905 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 105.5, "bytes": 37 }, { "stage": "released", "end_ms": 528.7999999970198 } ], "model": "nemotron_asr_06b", "type": "final", "text": "Це по старма докс Якон для внуково. Покажи за пары и фронта плюзе, затем посчитай вероятность замерзающего дождя.", "code": null, "pcm_sha256": "7eda78adfcca1c9b6a040c9ebb78c0f18c3fa2b1bec181f36c2b39f7f29d53b2", "input_sha256": "a8d11ab81f0476c6a7cc4c7114d5cae0bfa78f90b7a1c8b6f904ea094203abf0", "decode_ms": 64.08189982175827, "model_load_ms": 0, "decode_count": 1, "timings": { "backend": "nemotron_asr_06b", "worker_queue_ms": 2.4031009525060654, "worker_decode_ms": 64.08189982175827, "decode_count": 1, "prepare_ms": 18.950310070067644, "processed_audio_seconds": 9.114625, "source_upload_ms": 2.680503996089101, "collection_ms": null, "silence_ms": null, "vad_ms": null, "worker_preparation_ms": 0.24337507784366608, "model_load_ms": 0, "model_exchange_ms": 105.24406004697084, "upload_rpc_count": 1, "upload_packets": 5, "upload_pcm_bytes": 291668 }, "encoded": { "type": "compare_client", "stage": "encoded", "codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 291668, "wire_bytes": 42475, "packets": 457 }, "attempt": 1, "word_edits": 9, "ref_words": 17, "char_edits": 24, "ref_chars": 101, "wer_pct": 52.94117647058823, "cer_pct": 23.762376237623762, "model_label": "Nemotron 3.5 ASR 0.6B", "raw_text": "Це по старма докс Якон для внуково. Покажи за пары и фронта плюзе, затем посчитай вероятность замерзающего дождя.", "raw_wer_pct": 52.94117647058823, "raw_cer_pct": 23.762376237623762, "length": "medium", "noise": "5", "seconds": 9.114625, "domain": "weather", "terms_total": 6, "terms_hit": 2, "terms_missing": 4, "terms_inserted": 0, "postprocess_ms": null }, { "id": "09-5", "backend": "nemotron_transcribe_lite", "enabled": true, "profile": "weather", "requested_terms": { "mode": "replacements", "profile": "weather", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969" }, "started": "2026-11-09T12:50:53.920Z", "finished": "2026-11-09T12:50:55.514Z", "applied_terms": { "mode": "replacements", "profile": "weather", "version": "technical-v1", "sha256": "2a8385d7427e41a6dea672fe5e31329ec8a0e70958b5a35a55bb999b28ba1969", "applied": true, "raw_text": "Запоставвь моделл JFсIконн для внуко, покажи и за бары и фроннта алюзией, затем пос считая вероятность замерзащего достня.", "normalized_text": "Запоставвь моделл JFсIконн для внуко, покажи и за бары и фроннта алюзией, затем пос считая вероятность замерзащего достня.", "offsets": "NFC Unicode code points", "replacements": [], "postprocess_ms": 0.037280842661857605 }, "diagnostic": { "text": "Запоставвь моделл JFсIконн для внуко, покажи и за бары и фроннта алюзией, затем пос считая вероятность замерзащего достня.", "decode_ms": 116.82192608714104, "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, 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"codec": "opus", "encoding_ms": 0, "encoding_reused": true, "pcm_bytes": 291668, "wire_bytes": 42475, "packets": 457 }, { "stage": "control_reply", "command": "audio_replay", "elapsed_ms": 120, "bytes": 2009 }, { "stage": "control_reply", "command": "start", "elapsed_ms": 103.59999999403954, "bytes": 214 }, { "stage": "ready", "setup_ms": 611 }, { "stage": "feed_started" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 103.5, "bytes": 132 }, { "stage": "phrase_submitted", "phrase_id": "id-10d2690c9ba62d" }, { "stage": "control_reply", "command": "phrase", "elapsed_ms": 273.79999999701977, "bytes": 134 }, { "stage": "phrase_acknowledged", "phrase_id": "id-10d2690c9ba62d" }, { "stage": "pcm_sent", "feed_ms": 400, "samples": 145834, "sample_rate": 16000, "pcm_sha256": "7eda78adfcca1c9b6a040c9ebb78c0f18c3fa2b1bec181f36c2b39f7f29d53b2", "wire_bytes": 42475, "codec": "opus", "packets": 457, "packet_publish_ms": 2.0000000298023224 }, { "stage": "control_reply", "command": 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