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Top 11 speaker-diarization open source projects

🔭 Speaker diarization via transfer learning

✭ 25

python machine-learning library speech transfer-learning ubc speaker-diarization

StreamingSpeakerDiarization

Official open source implementation of the paper "Overlap-aware low-latency online speaker diarization based on end-to-end local segmentation"

✭ 79

python real-time pytorch rxpy speaker-diarization streaming-audio speaker-embedding

Scripts for LIUM SpkDiarization tools

✭ 28

shell clustering speech speech-processing speaker-diarization lium

simple diarizer

Simplified diarization pipeline using some pretrained models - audio file to diarized segments in a few lines of code

✭ 26

python speech-to-text transcription asr speaker-diarization colab-notebook diarization

Code for our ACML and INTERSPEECH papers: "Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox".

✭ 15

Cuda matlab C++python shell c M paper speaker-recognition online-learning speaker-diarization contextual-bandits bandit-algorithms interspeech self-supervised-learning acml interspeech2020

SpeakerDiarization RNN CNN LSTM

Speaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).

✭ 56

python audio tensorflow cnn recurrent-neural-networks lstm rnn mlp cnn-model speaker-diarization speaker-diarization-problem speakerdiarization-rnn separating-speakers

PyTorch implementation of Densely Connected Time Delay Neural Network

✭ 60

python shell speech speaker-recognition speaker-verification speaker-diarization time-delay-neural-network speaker-embedding speaker-adaptation temporal-convolutional-network d-tdnn

deepaudio-speaker

neural network based speaker embedder

✭ 19

python shell hydra speaker-recognition speaker-verification speaker-diarization pytorch-lightning

speaker diarization system using an LSTM

✭ 22

python Vue javascript HTML Dockerfile shell docker redis machine-learning express ai vue neural-network ml pytorch lstm speaker-diarization reverb

Pytorch implementation of Generalized End-to-End Loss for speaker verification

✭ 72

python pytorch speaker-recognition speaker-verification speaker-diarization speaker-identification ge2e d-vectors

A data annotation pipeline to generate high-quality, large-scale speech datasets with machine pre-labeling and fully manual auditing.

✭ 94

forth python shell Dockerfile TeX Jupyter Notebook speech-recognition speech-processing audio-segmentation gender-classification speaker-diarization synthetic-speech-detection topic-detection speech-seperation speaker-identification accent-detection speech-transcription speech-annotation

1-11 of 11 speaker-diarization projects