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swaiyu's Projects

dpcrn icon dpcrn

real-time speech enhance denoise C++ python tflite onnx

dtln icon dtln

Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.

e2e-nplda icon e2e-nplda

End-To-End Speaker Verification based on X-vector and Neural PLDA - A PyTorch implementation

ecapa-tdnn icon ecapa-tdnn

Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)

frida icon frida

A high-resolution direction-of-arrival finding algorithm relying on finite rate of innovation sampling with a robust reconstruction algorithm.

pytorch_xvectors icon pytorch_xvectors

Deep speaker embeddings in PyTorch, including x-vectors. Code used in this work: https://arxiv.org/abs/2007.16196

speech icon speech

Simple speaker recognition project

wav2keyword icon wav2keyword

Wav2Keyword is keyword spotting(KWS) based on Wav2Vec 2.0. This model shows state-of-the-art in Speech commands dataset V1 and V2.

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