Top 7 Python speaker-diarization Projects

espnet

15 7,872 10.0 Python

End-to-End Speech Processing Toolkit

Project mention: WhisperSpeech – An Open Source text-to-speech system built by inverting Whisper | news.ycombinator.com | 2024-01-17

You might check out this list from espnet. They list the different corpuses they use to train their models sorted by language and task (ASR, TTS etc):
https://github.com/espnet/espnet/blob/master/egs2/README.md

speechbrain

26 7,869 9.8 Python

A PyTorch-based Speech Toolkit

Project mention: SpeechBrain 1.0: A free and open-source AI toolkit for all things speech | news.ycombinator.com | 2024-02-28

WorkOS

workos.com sponsored

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.
FunASR

2 3,299 9.9 Python

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。

Project mention: FunASR: Fundamental End-to-End Speech Recognition Toolkit | news.ycombinator.com | 2024-01-13

uis-rnn

3 1,529 3.5 Python

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.
whisper-timestamped

2 1,501 8.3 Python

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

Project mention: Show HN: AI Dub Tool I Made to Watch Foreign Language Videos with My 7-Year-Old | news.ycombinator.com | 2024-02-28

Yes. But Whisper's word-level timings are actually quite inaccurate out of the box. There are some Python libraries that mitigate that. I tested several of them. whisper-timestamped seems to be the best one. [0]
[0] https://github.com/linto-ai/whisper-timestamped

diart

1 789 7.6 Python

A python package to build AI-powered real-time audio applications
pyannote-whisper

2 414 4.4 Python

Project mention: Summarization of long transcriptions | /r/LocalLLaMA | 2023-07-18

These will be 3-5 hour recordings of 4-5 people. I plan to use https://github.com/yinruiqing/pyannote-whisper to generate the transcript from the recording.

InfluxDB

www.influxdata.com sponsored

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.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).