Top 7 Python voice-activity-detection Projects
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FunASR
A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models. ｜语音识别工具包，包含丰富的性能优越的开源预训练模型，支持语音识别、语音端点检测、文本后处理等，具备服务部署能力。
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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inaSpeechSegmenter
CNN-based audio segmentation toolkit. Allows to detect speech, music, noise and speaker gender. Has been designed for large scale gender equality studies based on speech time per gender.
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subaligner
Automatically synchronize and translate subtitles, or create new ones by transcribing, using pre-trained DNNs, Forced Alignments and Transformers. https://subaligner.readthedocs.io/
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Project mention: The GitHub Black Market That Helps Coders Cheat the Popularity Contest | news.ycombinator.com | 2023-10-23> Another giveaway is the ratio of stars to watchers / forks. I remember one project with thousands of stars but only 10 users "watching" it. They went on to raise a sizable seed round too.
Not necessarily indicative of foul play. I have two projects like this (https://github.com/smacke/ffsubsync and https://github.com/ipyflow/ipyflow) and I attribute it to not having great developer documentation.
Project mention: FunASR: Fundamental End-to-End Speech Recognition Toolkit | news.ycombinator.com | 2024-01-13
Project mention: New models and developer products announced at OpenAI DevDay | news.ycombinator.com | 2023-11-06>How do you detect speech starting and stopping?
https://github.com/snakers4/silero-vad
Project mention: Jarvis: A Voice Virtual Assistant in Python (OpenAI, ElevenLabs, Deepgram) | news.ycombinator.com | 2023-12-18There is another one (Also Jarvis) that's been around for a while and is more useful, wonder if they can combine forces? https://github.com/ggeop/Python-ai-assistant
Not sure if anyone has noticed but OpenAI now has a mobile app (I've been using the PWA all this time) and the voice assistant on there is really strong. Sounds good, fast, and seems to even run a pass on my voice before it submits the query.
I have a little hobby project where I record an FM radio music station using a SDR and then remove all the non-music portions for offline listening. I like the music selections the DJs pick, but I prefer not to listen to the DJ commentary and the advertisements.
I evaluated three methods of recording: analog capture from a standalone FM receiver, using this nrsc5 library to record the "HD" radio stream, and using an AirSpy SDR with this library: https://github.com/jj1bdx/airspy-fmradion
Recording the "HD" (what a misnomer) radio was nice in that there was no hiss or multipath effects, but in comparison to the other methods the digital compression artifacts became impossible to un-hear. It seems to top out at about 96 kbps
The airspy-fmradion library has some nice stuff in it to address multipath, resulting in the best audio quality of the three methods I tested.
I use https://github.com/ina-foss/inaSpeechSegmenter to identify which segments of the recordings are speech vs. music.
Project mention: Using Whisper to transcribe the entire Forensic Files series | /r/DataHoarder | 2023-06-04
Index
What are some of the best open-source voice-activity-detection projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | ffsubsync | 6,495 |
| 2 | FunASR | 3,299 |
| 3 | silero-vad | 2,829 |
| 4 | Python-ai-assistant | 853 |
| 5 | inaSpeechSegmenter | 695 |
| 6 | subaligner | 415 |
| 7 | whisper-auto-transcribe | 195 |
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