Speaker Recognition Python Packages

nemo-toolkit

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

wespeakerruntime

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

nemo-toolkit-asr

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

diarize

Speaker diarization for Python — "who spoke when?" CPU-only, no API keys, Apache 2.0. ~10.8% DER on VoxConverse, 8x faster than real-time.

pveagle

On-device speaker recognition engine powered by deep learning

speechlib

Speechlib is a library that unifies speaker diarization, transcription and speaker recognition in a single pipeline to create transcripts for audio conversations with actual speaker names and time tags. This library also contains audio preprocessor functions.

pvfalcon

On-device speaker diarization powered by deep learning

diarizationlm

This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.

polyphon-ai

Local, identity-aware speech transcription and diarization engine — turns multi-speaker audio into structured, named intelligence, 100% offline.

mvector

This project uses a variety of advanced voiceprint recognition models such as EcapaTdnn, ResNetSE, ERes2Net, CAM++, etc. It is not excluded that more models will be supported in the future. At the same time, this project also supports MelSpectrogram, Spectrogram data preprocessing methods

whosaid

Local Whisper transcription + speaker diarization for Apple Silicon — who said what, fully offline and on-device

wespeaker-unofficial

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

sidlingvo

This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.

nemo-asr

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

pveagledemo

On-device speaker recognition engine powered by deep learning

hyperion-ml

Python toolkit for speech processing

pvfalcondemo

On-device speaker diarization powered by deep learning

whisper-speaker-id

Whisper Speaker Identification (WSI), a cutting-edge model for multilingual speaker identification.

nemo-tts

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

uisrnn

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

ppvector

本项目使用了EcapaTdnn、ResNetSE、ERes2Net、CAM++等多种先进的声纹识别模型，同时本项目也支持了MelSpectrogram、Spectrogram、MFCC、Fbank等多种数据预处理方法

audioperm

A python library for generating different permutations of audible segments from audio files.

redimnet2-onnx

ReDimNet2 inference w/ ONNX

bmnspeechlib

Speechlib is a library that unifies speaker diarization, transcription and speaker recognition in a single pipeline to create transcripts for audio conversations with actual speaker names and time tags. This library also contains audio preprocessor functions.