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Fangjun Kuang 1ca55ff076 Add subtitle generation Python API example for Doubao ASR. (#4027 )

* Add subtitle generation Python API example for Doubao ASR.

generate-subtitles-doubao.py uses silero-vad/ten-vad for segmentation and
the Doubao bigmodel recording-file recognition API for ASR. Audio segments
are sent as base64 encoded wav data, so no public URL is needed. Results
are written to <input>.srt and <input>.txt.

Also for generate-subtitles.py:

 - Add --max-duration-seconds to process only the first N seconds of the
   input file
 - Refuse to run if <input>.srt or <input>.txt already exists

2026-10-09 13:55:48 +08:00

web

Fix typos in the project (#3293 )

2026-03-12 11:10:55 +08:00

add-diacritics.py

Add offline CATT diacritization (encoder only) (#3647 )

2026-06-10 14:16:57 +08:00

add-punctuation-online.py

Add Python binding for online punctuation models (#1312 )

2024-09-09 10:26:53 +08:00

add-punctuation.py

Add Python API for punctuation models. (#762 )

2024-04-13 13:28:17 +08:00

audio-tagging-from-a-file-ced.py

Add Python API example for CED audio tagging. (#793 )

2024-04-19 18:33:18 +08:00

audio-tagging-from-a-file.py

Add Python API and Python examples for audio tagging (#753 )

2024-04-11 11:12:48 +08:00

generate-subtitles-doubao.py

Add subtitle generation Python API example for Doubao ASR. (#4027 )

2026-10-09 13:55:48 +08:00

generate-subtitles.py

Add subtitle generation Python API example for Doubao ASR. (#4027 )

2026-10-09 13:55:48 +08:00

http_server.py

add streaming-server with web client (#164 )

2023-05-30 22:46:52 +08:00

inverse-text-normalization-offline-asr.py

Support onnxruntime 1.18.0 (#906 )

2024-07-10 17:05:26 +08:00

inverse-text-normalization-online-asr.py

Add inverse text normalization for online ASR (#1020 )

2024-06-17 18:39:23 +08:00

keyword-spotter-from-microphone.py

Fix keyword spotting. (#1689 )

2025-01-20 16:41:10 +08:00

keyword-spotter.py

Fix keyword spotting. (#1689 )

2025-01-20 16:41:10 +08:00

non_streaming_server.py

Support NeMo transducers in offline Python examples (#3952 )

2026-09-14 09:19:20 +08:00

offline-cohere-transcribe-decode-files.py

Add C API and CXX API for Cohere transcribe models (#3457 )

2026-04-02 17:01:25 +08:00

offline-decode-files.py

Add LODR support to online and offline recognizers (#2026 )

2025-07-09 16:23:46 +08:00

offline-dolphin-ctc-decode-files.py

Add C++ and Python API for Dolphin CTC models (#2085 )

2025-04-02 19:09:00 +08:00

offline-fire-red-asr-ctc-decode-files.py

Build Python wheels for Windows arm64 (#3812 )

2026-07-28 17:05:19 +08:00

offline-fire-red-asr-decode-files.py

Add C++ and Python API for Omnilingual ASR models. (#2772 )

2025-11-13 12:25:30 +08:00

offline-funasr-nano-decode-files.py

Add online speech denoiser for GTCRN and examples (#3324 )

2026-03-17 11:56:56 +08:00

offline-medasr-ctc-decode-files.py

Build Python wheels for Windows arm64 (#3812 )

2026-07-28 17:05:19 +08:00

offline-moonshine-decode-files-v2.py

Update Python APIs for Moonshine v2 models (#3235 )

2026-02-27 17:00:37 +08:00

offline-moonshine-decode-files.py

Add C++ and Python API for Omnilingual ASR models. (#2772 )

2025-11-13 12:25:30 +08:00

offline-nemo-canary-decode-files.py

Add C++ and Python API for Omnilingual ASR models. (#2772 )

2025-11-13 12:25:30 +08:00

offline-nemo-ctc-decode-files.py

Add C++ runtime for non-streaming faster conformer transducer from NeMo. (#854 )

2024-05-10 12:15:39 +08:00

offline-nemo-parakeet-decode-file.py

Add C++ and Python API for Omnilingual ASR models. (#2772 )

2025-11-13 12:25:30 +08:00

offline-nemo-transducer-decode-files.py

Add C++ runtime for non-streaming faster conformer transducer from NeMo. (#854 )

2024-05-10 12:15:39 +08:00

offline-omnilingual-asr-ctc-decode-files.py

Build Python wheels for Windows arm64 (#3812 )

2026-07-28 17:05:19 +08:00

offline-omnilingual-asr-ctc-v2-decode-files.py

Build Python wheels for Windows arm64 (#3812 )

2026-07-28 17:05:19 +08:00

offline-qwen3-asr-decode-files.py

Add per-stream language hint for Qwen3-ASR (and tighten scaffold cleanup) (#3472 )

2026-04-07 09:21:17 +08:00

offline-sense-voice-ctc-decode-files-with-hr.py

Improve C/C++ API documentation, examples, and CI (#3626 )

2026-05-20 12:10:05 +08:00

offline-sense-voice-ctc-decode-files.py

Improve C/C++ API documentation, examples, and CI (#3626 )

2026-05-20 12:10:05 +08:00

offline-source-separation-spleeter.py

Add Python API for source separation (#2283 )

2025-06-05 20:44:26 +08:00

offline-source-separation-uvr.py

Add Python API for source separation (#2283 )

2025-06-05 20:44:26 +08:00

offline-speaker-diarization.py

Expose the pyannote window shift ratio in the C API and language bindings (#3870 )

2026-08-13 19:26:44 +08:00

offline-speech-enhancement-dpdfnet.py

Add support for latest DPDFNet models and offline attenuation limit (#3824 )

2026-08-10 20:37:58 +08:00

offline-speech-enhancement-gtcrn.py

Add Python API for speech enhancement GTCRN models (#1978 )

2025-03-10 19:02:17 +08:00

offline-telespeech-ctc-decode-files.py

Add C++ runtime for Tele-AI/TeleSpeech-ASR (#970 )

2024-06-05 00:26:40 +08:00

offline-tts-play.py

Refactor VITS to use the new Generate API (#3365 )

2026-03-19 20:34:52 +08:00

offline-tts.py

Refactor VITS to use the new Generate API (#3365 )

2026-03-19 20:34:52 +08:00

offline-websocket-client-decode-files-paralell.py

Add non-streaming websocket server for python (#259 )

2023-08-11 15:56:24 +08:00

offline-websocket-client-decode-files-sequential.py

Add non-streaming websocket server for python (#259 )

2023-08-11 15:56:24 +08:00

offline-whisper-decode-files.py

Add C++ and Python API for Omnilingual ASR models. (#2772 )

2025-11-13 12:25:30 +08:00

offline-zipformer-ctc-decode-files.py

Support non-streaming zipformer CTC ASR models (#2340 )

2025-07-04 15:57:07 +08:00

online-decode-files.py

Add LODR support to online and offline recognizers (#2026 )

2025-07-09 16:23:46 +08:00

online-nemo-ctc-decode-files.py

Add C++ support for streaming NeMo CTC models. (#857 )

2024-05-10 16:26:43 +08:00

online-speech-enhancement-dpdfnet.py

Add online speech denoiser for GTCRN and examples (#3324 )

2026-03-17 11:56:56 +08:00

online-speech-enhancement-gtcrn.py

Add online speech denoiser for GTCRN and examples (#3324 )

2026-03-17 11:56:56 +08:00

online-t-one-ctc-decode-files.py

Add C++ and Python support for T-one streaming Russian ASR models (#2575 )

2025-09-09 12:07:34 +08:00

online-websocket-client-decode-file.py

Support streaming zipformer CTC (#496 )

2023-12-22 13:46:33 +08:00

online-websocket-client-microphone.py

Add non-streaming websocket server for python (#259 )

2023-08-11 15:56:24 +08:00

online-zipformer-ctc-hlg-decode-file.py

Add HLG decoding for streaming CTC models (#731 )

2024-04-03 21:31:42 +08:00

orukeet.md

Support NeMo transducers in offline Python examples (#3952 )

2026-09-14 09:19:20 +08:00

pocket-tts-play.py

Build Python wheels for Windows arm64 (#3812 )

2026-07-28 17:05:19 +08:00

pocket-tts.py

Build Python wheels for Windows arm64 (#3812 )

2026-07-28 17:05:19 +08:00

README.md

Support NeMo transducers in offline Python examples (#3952 )

2026-09-14 09:19:20 +08:00

simulate-streaming-paraformer-microphone.py

Add simulate streaming ASR Python example for Paraformer (#2839 )

2025-12-01 11:54:11 +08:00

simulate-streaming-sense-voice-microphone.py

Improve C/C++ API documentation, examples, and CI (#3626 )

2026-05-20 12:10:05 +08:00

speaker-identification-with-vad-dynamic.py

Add Java/Kotlin API and Android support for ten-vad (#2389 )

2025-07-12 19:55:37 +08:00

speaker-identification-with-vad-non-streaming-asr-alsa.py

Add C++ and Python API for Omnilingual ASR models. (#2772 )

2025-11-13 12:25:30 +08:00

speaker-identification-with-vad-non-streaming-asr.py

Add Java/Kotlin API and Android support for ten-vad (#2389 )

2025-07-12 19:55:37 +08:00

speaker-identification-with-vad.py

Add Java/Kotlin API and Android support for ten-vad (#2389 )

2025-07-12 19:55:37 +08:00

speaker-identification.py

Replace torchaudio with soundfile in python-api-examples (#765 )

2024-04-13 23:39:07 +08:00

speech-recognition-from-microphone-with-endpoint-detection-alsa.py

Remove cppjieba (#2664 )

2025-10-10 10:54:32 +08:00

speech-recognition-from-microphone-with-endpoint-detection.py

Remove cppjieba (#2664 )

2025-10-10 10:54:32 +08:00

speech-recognition-from-microphone.py

Remove cppjieba (#2664 )

2025-10-10 10:54:32 +08:00

speech-recognition-from-url.py

Remove cppjieba (#2664 )

2025-10-10 10:54:32 +08:00

spoken-language-identification.py

Fix typos in the project (#3293 )

2026-03-12 11:10:55 +08:00

streaming_server.py

'update20241203' (#1589 )

2024-12-04 09:22:24 +08:00

streaming-paraformer-asr-microphone.py

Fix displaying streaming speech recognition results for Python. (#2196 )

2025-05-09 21:48:49 +08:00

supertonic-tts.py

Support Supertonic 3 TTS (#3605 )

2026-05-13 09:21:45 +08:00

test-sentence-piece-tokenizer.py

Support BPE tokenizer (#3078 )

2026-01-26 10:34:49 +08:00

test-whisper-timestamps.py

Add online speech denoiser for GTCRN and examples (#3324 )

2026-03-17 11:56:56 +08:00

two-pass-speech-recognition-from-microphone.py

Fix displaying streaming speech recognition results for Python. (#2196 )

2025-05-09 21:48:49 +08:00

two-pass-wss.py

Improve C/C++ API documentation, examples, and CI (#3626 )

2026-05-20 12:10:05 +08:00

vad-alsa.py

Add Java/Kotlin API and Android support for ten-vad (#2389 )

2025-07-12 19:55:37 +08:00

vad-microphone.py

Add Java/Kotlin API and Android support for ten-vad (#2389 )

2025-07-12 19:55:37 +08:00

vad-remove-non-speech-segments-alsa.py

Add Java/Kotlin API and Android support for ten-vad (#2389 )

2025-07-12 19:55:37 +08:00

vad-remove-non-speech-segments-from-file.py

Add Java/Kotlin API and Android support for ten-vad (#2389 )

2025-07-12 19:55:37 +08:00

vad-remove-non-speech-segments.py

Add Java/Kotlin API and Android support for ten-vad (#2389 )

2025-07-12 19:55:37 +08:00

vad-with-non-streaming-asr.py

Support NeMo transducers in offline Python examples (#3952 )

2026-09-14 09:19:20 +08:00

version-test.py

Add API to get onnxruntime version. (#3810 )

2026-07-28 14:02:43 +08:00

zipvoice-tts-play.py

Build Python wheels for Windows arm64 (#3812 )

2026-07-28 17:05:19 +08:00

zipvoice-tts.py

Build Python wheels for Windows arm64 (#3812 )

2026-07-28 17:05:19 +08:00

README.md

File description

./http_server.py It defines which files to server. Files are saved in ./web.
non_streaming_server.py WebSocket server for non-streaming models.
Orukeet Download and serve the multilingual Orukeet model using the existing NeMo transducer runtime. The same server options support Parakeet TDT v3.
vad-remove-non-speech-segments.py It uses silero-vad to remove non-speech segments and concatenate all speech segments into a single one.
vad-with-non-streaming-asr.py It shows how to use VAD with a non-streaming ASR model for speech recognition from a microphone
offline-speech-enhancement-gtcrn.py It shows how to use the offline speech denoiser API with GTCRN.
offline-speech-enhancement-dpdfnet.py It shows how to use the offline speech denoiser API with DPDFNet.
online-speech-enhancement-gtcrn.py It shows how to use the online speech denoiser API with GTCRN.
online-speech-enhancement-dpdfnet.py It shows how to use the online speech denoiser API with DPDFNet. Use 16 kHz DPDFNet models such as dpdfnet_baseline.onnx, dpdfnet2.onnx, dpdfnet4.onnx, or dpdfnet8.onnx for downstream ASR and dpdfnet2_8khz.onnx or dpdfnet8_8khz.onnx for 8 kHz enhancement. Use dpdfnet2_48khz_hr.onnx or dpdfnet8_48khz_hr.onnx for 48 kHz output.
pocket-tts.py It shows how to use PocketTTS with the GenerationConfig API.
supertonic-tts.py It shows how to use SupertonicTTS with the GenerationConfig API.
zipvoice-tts.py It shows how to use ZipVoice for zero-shot TTS with the GenerationConfig API.
zipvoice-tts-play.py It shows how to use ZipVoice for zero-shot TTS and plays the generated audio while it is being synthesized.