[
  {
    "topic": "asr",
    "date": "2026-01-30",
    "id": "whisper-first",
    "title": "Первая проба потокового Whisper",
    "description": "От январской пробы сохранился JSONL с ответами на один тестовый WAV. По нему видно, как распознаватель записал каждую из четырёх фраз.",
    "files": [
      {
        "name": "test1.wav.s1.whisper_replies.jsonl",
        "url": "/experiments/voice-ai/archive/jan/test1.wav.s1.whisper_replies.jsonl"
      }
    ],
    "related": [
      "h100-streaming"
    ],
    "url": "/experiments/voice-ai/whisper-first/"
  },
  {
    "topic": "file",
    "date": "2026-04-02",
    "id": "file-early",
    "title": "Как файловый ASR разделили на текст и спикеров",
    "description": "Пользователь загружал файл и получал две вещи: текст распознавания и ответ с разметкой спикеров. За них отвечали LinTO и Pyannote.",
    "files": [
      {
        "name": "Первая архитектура файлового пайплайна",
        "url": "/experiments/voice-ai/archive/jan/file-early.md.html"
      },
      {
        "name": "Версия с локальным worker и sidecar",
        "url": "/experiments/voice-ai/archive/jan/file-sidecars.md.html"
      },
      {
        "name": "Что измеряет файловый Benchmark",
        "url": "/experiments/voice-ai/archive/jan/file-benchmark.md.html"
      }
    ],
    "related": [
      "sortformer-h100",
      "file-summary"
    ],
    "url": "/experiments/voice-ai/file-early/"
  },
  {
    "topic": "file",
    "date": "2026-09-10",
    "id": "sortformer-h100",
    "title": "Sortformer на H100 через NATS",
    "description": "После исправления образа Sortformer обработал контрольный файл на H100 и вернул HTTP 200 с результатом диаризации.",
    "files": [
      {
        "name": "Диаризация через NATS на H100",
        "url": "/experiments/voice-ai/archive/jan/diarization-h100.md.html"
      }
    ],
    "related": [
      "file-summary",
      "whisper-architecture"
    ],
    "url": "/experiments/voice-ai/sortformer-h100/"
  },
  {
    "topic": "agent",
    "date": "2026-09-16",
    "id": "agent-architecture",
    "title": "Где в Chat Agent проходят звук, текст и вызовы инструментов",
    "description": "Чтобы искать задержку, нужно сначала знать, кто владеет каждым этапом запроса. Сентябрьский разбор проходит путь от клиента до модели и обратно.",
    "files": [
      {
        "name": "webrtc-komaroff",
        "url": "/experiments/voice-ai/archive/p/presentations/technical-2026-09-16.html"
      },
      {
        "name": "Доказательства архитектурного снимка",
        "url": "/experiments/voice-ai/archive/c/DOCS/architecture-2026-09-16/evidence.md.html"
      },
      {
        "name": "chat-agent - что изменилось",
        "url": "/experiments/voice-ai/archive/p/presentations/project-overview.html"
      },
      {
        "name": "chat-agent - устройство системы",
        "url": "/experiments/voice-ai/archive/p/presentations/project-technical.html"
      }
    ],
    "related": [
      "documentation",
      "agent-acceptance"
    ],
    "url": "/experiments/voice-ai/agent-architecture/"
  },
  {
    "topic": "file",
    "date": "2026-09-16",
    "id": "whisper-architecture",
    "title": "Как устроен py-faster-whisper",
    "description": "Файл и голосовой поток используют разные сценарии. В одном случае нужно вернуть результат по всей записи, в другом - выдавать черновой текст в ходе разговора.",
    "files": [
      {
        "name": "py_faster_whisper",
        "url": "/experiments/voice-ai/archive/p/presentations/py-faster-whisper/technical-2026-09-16.html"
      },
      {
        "name": "Доказательства архитектурного снимка",
        "url": "/experiments/voice-ai/archive/y/DOCS/architecture-2026-09-16/evidence.md.html"
      },
      {
        "name": "Проверка материалов",
        "url": "/experiments/voice-ai/archive/y/DOCS/architecture-2026-09-16/verification.md.html"
      },
      {
        "name": "py_faster_whisper — обзор системы",
        "url": "/experiments/voice-ai/archive/p/presentations/py-faster-whisper/project-overview.html"
      },
      {
        "name": "py_faster_whisper — техническая архитектура",
        "url": "/experiments/voice-ai/archive/p/presentations/py-faster-whisper/project-technical.html"
      },
      {
        "name": "Whisper Diarization Stack",
        "url": "/experiments/voice-ai/archive/y/DOCS/FILE_DIARIZATION_STACK.md.html"
      },
      {
        "name": "py_faster_whisper: как звук проходит через систему",
        "url": "/experiments/voice-ai/archive/y/DOCS/ARCHITECTURE_REVERSE_ENGINEERING.md.html"
      }
    ],
    "related": [
      "file-summary",
      "h100-streaming"
    ],
    "url": "/experiments/voice-ai/whisper-architecture/"
  },
  {
    "topic": "tts",
    "date": "2026-09-17",
    "id": "tts-research",
    "title": "Первые замеры озвучки презентации",
    "description": "В короткой пробе один локальный вариант подготовил 8,44 секунды речи за 1,62–1,69 секунды. Замер относится к фрагменту, а полный ролик состоял из 19 сцен.",
    "files": [
      {
        "name": "Озвучка презентации webrtc-komaroff — 17.09.2026",
        "url": "/experiments/voice-ai/archive/c/videos/webrtc-explainer-2026-09-17/tts-and-presentations-2026-09-17.md.html"
      },
      {
        "name": "Условия удалённых сервисов из исследования озвучки",
        "url": "/experiments/voice-ai/archive/c/videos/webrtc-explainer-2026-09-17/tts-remote-services-terms-2026-09-17.md.html"
      }
    ],
    "related": [
      "tts-models",
      "prosody"
    ],
    "url": "/experiments/voice-ai/tts-research/"
  },
  {
    "topic": "tts",
    "date": "2026-09-21",
    "id": "tts-models",
    "title": "Один текст для сравнения голосов TTS",
    "description": "В сентябрьской серии Silero, TeraTTS, Qwen, eSpeech, F5 и VoxCPM2 сравнивали на сохранённых аудиопримерах.",
    "files": [
      {
        "name": "Открыть материал",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/index.html"
      },
      {
        "name": "article-demos.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/article-demos.json"
      },
      {
        "name": "chatterbox-v3-space.blocked.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/chatterbox-v3-space.blocked.json"
      },
      {
        "name": "espeech-tts-1-rl-v2-my-voice-cpu.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/espeech-tts-1-rl-v2-my-voice-cpu.json"
      },
      {
        "name": "f5-tts-russian-v2-my-voice-cpu.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/f5-tts-russian-v2-my-voice-cpu.json"
      },
      {
        "name": "modelscope-qwen.blocked.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/modelscope-qwen.blocked.json"
      },
      {
        "name": "portable-pro-source.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/portable-pro-source.json"
      },
      {
        "name": "qwen-0.6b-base-my-voice-cpu.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/qwen-0.6b-base-my-voice-cpu.json"
      },
      {
        "name": "qwen-official-space-my-voice.blocked.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/qwen-official-space-my-voice.blocked.json"
      },
      {
        "name": "qwen3-tts-0.6b-base-aidar-hf-space.metrics.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/qwen3-tts-0.6b-base-aidar-hf-space.metrics.json"
      },
      {
        "name": "qwen3-tts-0.6b-base-cpu.blocked.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/qwen3-tts-0.6b-base-cpu.blocked.json"
      },
      {
        "name": "qwen3-tts-0.6b-base-xenia-hf-space.blocked.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/qwen3-tts-0.6b-base-xenia-hf-space.blocked.json"
      },
      {
        "name": "qwen3-tts-1.7b-base-aidar-hf-space.metrics.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/qwen3-tts-1.7b-base-aidar-hf-space.metrics.json"
      },
      {
        "name": "qwen3-tts-1.7b-base-cpu.aborted.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/qwen3-tts-1.7b-base-cpu.aborted.json"
      },
      {
        "name": "qwen3-tts-1.7b-base-hf-space.metrics.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/qwen3-tts-1.7b-base-hf-space.metrics.json"
      },
      {
        "name": "qwen3-tts-1.7b-base-xenia-hf-space.metrics.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/qwen3-tts-1.7b-base-xenia-hf-space.metrics.json"
      },
      {
        "name": "silero-aidar-xenia-dialogue-local.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/silero-aidar-xenia-dialogue-local.json"
      },
      {
        "name": "terattsv2-ru_f1-cpu.metrics.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/terattsv2-ru_f1-cpu.metrics.json"
      },
      {
        "name": "terattsv2-russian-variants-cpu.metrics.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/terattsv2-russian-variants-cpu.metrics.json"
      },
      {
        "name": "voxcpm2-design-female.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/voxcpm2-design-female.json"
      },
      {
        "name": "voxcpm2-design-male.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/voxcpm2-design-male.json"
      },
      {
        "name": "voxcpm2-my-voice.json",
        "url": "/experiments/voice-ai/archive/p/presentations/tts-models-2026-09-21/evidence/voxcpm2-my-voice.json"
      }
    ],
    "related": [
      "tts-pilots",
      "prosody"
    ],
    "url": "/experiments/voice-ai/tts-models/"
  },
  {
    "topic": "tts",
    "date": "2026-10-02",
    "id": "voice-systems",
    "title": "Голосовой интерфейс от микрофона до ответа",
    "description": "В октябрьском обзоре сведены модели, транспорт и интерфейсы воспроизведения. Примеры позволяют сопоставить схемы с аудио.",
    "files": [
      {
        "name": "Открыть материал",
        "url": "/experiments/voice-ai/archive/c/DOCS/voice-systems-textbook-2026-10-02/voice-systems-textbook/index.html"
      },
      {
        "name": "Единый аудиоучебник",
        "url": "/experiments/voice-ai/archive/c/DOCS/voice-systems-textbook-2026-10-02/voice-systems-textbook/audio-index.html"
      },
      {
        "name": "Открыть материал",
        "url": "/experiments/voice-ai/archive/c/DOCS/codex-voice-comparison-2026-10-02/index.html"
      },
      {
        "name": "evidence.json",
        "url": "/experiments/voice-ai/archive/c/DOCS/codex-voice-comparison-2026-10-02/evidence.json"
      }
    ],
    "related": [
      "compare-timing",
      "tts-flow"
    ],
    "url": "/experiments/voice-ai/voice-systems/"
  },
  {
    "topic": "agent",
    "date": "2026-10-02",
    "id": "webrtc-core",
    "title": "Разбор сбоя WebRTC Core",
    "description": "Октябрьский инцидент сохранён как отдельный разбор голосового тракта. Это исторический снимок, по нему удобно восстановить границы проверки и последовательность событий.",
    "files": [
      {
        "name": "Почему не работал голос: разбор ошибок WebRTC Komaroff",
        "url": "/experiments/voice-ai/archive/incident/webrtc-core-incident-2026-10-02.html"
      },
      {
        "name": "Инцидент WebRTC Core · 2 октября 2026",
        "url": "/experiments/voice-ai/archive/jan/webrtc-core.md.html"
      }
    ],
    "related": [
      "agent-acceptance",
      "agent-before-after"
    ],
    "url": "/experiments/voice-ai/webrtc-core/"
  },
  {
    "topic": "asr",
    "date": "2026-10-03",
    "id": "h100-streaming",
    "title": "Когда потоковый Whisper отдаёт первый текст",
    "description": "В контрольном прогоне на H100 первый текст пришёл через 1,29 секунды от начала подачи файла. Это тест с подачей аудио в реальном темпе.",
    "files": [
      {
        "name": "Потоковый протокол и проверка H100",
        "url": "/experiments/voice-ai/archive/jan/streaming-asr.md.html"
      }
    ],
    "related": [
      "golos-early",
      "compare-timing"
    ],
    "url": "/experiments/voice-ai/h100-streaming/"
  },
  {
    "topic": "asr",
    "date": "2026-10-04",
    "id": "whisper-adaptation",
    "title": "Что hotwords и LoRA меняют в техническом Whisper",
    "description": "На наборе из 77 мест с терминами базовый Whisper small сохранил 58, LoRA - 60, hotwords - 65.",
    "files": [
      {
        "name": "Технические термины: Whisper, Vosk, hotwords, LoRA",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/reports/adaptation.html"
      },
      {
        "name": "Технические термины: Whisper, Vosk, hotwords, LoRA",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/reports/hotwords.html"
      },
      {
        "name": "Whisper: эффект hotwords",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/reports/hotwords-original.html"
      },
      {
        "name": "Vosk / faster-whisper — проверка субтитров",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/reports/review.html"
      },
      {
        "name": "comparison-small.json",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/reports/comparison-small.json"
      },
      {
        "name": "comparison.json",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/reports/comparison.json"
      },
      {
        "name": "Дообучение Whisper на технических терминах",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/reports/adaptation-comparison.md.html"
      },
      {
        "name": "Сравнение Vosk и faster-whisper",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/reports/comparison.md.html"
      },
      {
        "name": "Whisper small: влияние hotwords",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/reports/hotwords-comparison.md.html"
      },
      {
        "name": "evaluation.json",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/data/adaptation/evaluation.json"
      },
      {
        "name": "manifest.json",
        "url": "/experiments/voice-ai/archive/d/whisper/result/whisper-result/manifest.json"
      }
    ],
    "related": [
      "asr-terms",
      "asr-noise"
    ],
    "url": "/experiments/voice-ai/whisper-adaptation/"
  },
  {
    "topic": "agent",
    "date": "2026-10-06",
    "id": "agent-acceptance",
    "title": "Приёмка Chat Agent на текстовых и голосовых запросах",
    "description": "В контрольной серии медиана от обычного текста до полного ответа снизилась с 14,969 до 3,452 секунды. В каждой колонке сохранились 12 из 12 завершённых текстовых запусков.",
    "files": [
      {
        "name": "Chat-agent и voice · проверка 04.10.2026",
        "url": "/experiments/voice-ai/archive/p/docs/production-state.html"
      },
      {
        "name": "WebRTC: подключение за 1,25 секунды · 05.10.2026",
        "url": "/experiments/voice-ai/archive/p/docs/webrtc-connection.html"
      },
      {
        "name": "Контрольная серия после переработки выполнения",
        "url": "/experiments/voice-ai/archive/w/DOCS/CHAT_AGENT_EXECUTION_C1.md.html"
      },
      {
        "name": "Медиатракт C2: результаты 06.10.2026",
        "url": "/experiments/voice-ai/archive/w/DOCS/CHAT_AGENT_AUDIO_C2.md.html"
      },
      {
        "name": "chat-agent: результат переработки · 06.10.2026",
        "url": "/experiments/voice-ai/archive/w/DOCS/CHAT_AGENT_ACCEPTANCE_C3.md.html"
      },
      {
        "name": "chat-agent-c0-audio.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c0-audio.json"
      },
      {
        "name": "chat-agent-c0-cases.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c0-cases.json"
      },
      {
        "name": "chat-agent-c0-image-footprints.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c0-image-footprints.json"
      },
      {
        "name": "chat-agent-c0-ordinary.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c0-ordinary.json"
      },
      {
        "name": "chat-agent-c0-resources.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c0-resources.json"
      },
      {
        "name": "chat-agent-c1-audio.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c1-audio.json"
      },
      {
        "name": "chat-agent-c1-cases.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c1-cases.json"
      },
      {
        "name": "chat-agent-c1-ordinary.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c1-ordinary.json"
      },
      {
        "name": "chat-agent-c1-resources.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c1-resources.json"
      },
      {
        "name": "chat-agent-c1-telemetry.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c1-telemetry.json"
      },
      {
        "name": "chat-agent-c2-audio.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c2-audio.json"
      },
      {
        "name": "chat-agent-c2-cases.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c2-cases.json"
      },
      {
        "name": "chat-agent-c2-history-cancellation.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c2-history-cancellation.json"
      },
      {
        "name": "chat-agent-c2-idle-before-c3.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c2-idle-before-c3.json"
      },
      {
        "name": "chat-agent-c2-local-browser.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c2-local-browser.json"
      },
      {
        "name": "chat-agent-c2-ordinary.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c2-ordinary.json"
      },
      {
        "name": "chat-agent-c2-resources.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c2-resources.json"
      },
      {
        "name": "chat-agent-c2-telemetry.json",
        "url": "/experiments/voice-ai/archive/w/DOCS/evidence/chat-agent-c2-telemetry.json"
      },
      {
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        "name": "SPPI WebMCP: ошибка центровки, 6 ноября 2026",
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        "name": "Страница скачивания Chat Agent",
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        "name": "nemotron_transcribe_lite-cpu-float32",
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        "name": "streaming_worker-cpu-int8-torch210",
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    "topic": "asr",
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