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12 search results found

Espnet ⭐ 7,563

End-to-End Speech Processing Toolkit

Speechbrain ⭐ 7,166

A PyTorch-based Speech Toolkit

Asteroid ⭐ 2,018

The PyTorch-based audio source separation toolkit for researchers

Speech Separation Paper Tutorial ⭐ 453

A must-read paper for speech separation based on neural networks

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

Deeplearningsourceseparation ⭐ 342

Deep Recurrent Neural Networks for Source Separation

Dual Path Rnn Pytorch ⭐ 301

Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch

Conv Tasnet ⭐ 283

Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Pytorch's Implement

Source_separation ⭐ 252

Deep learning based speech source separation using Pytorch

Speech_dataset ⭐ 229

The dataset of Speech Recognition

Sudo_rm_rf ⭐ 211

Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-Resolution Features which enables a more efficient way of separating sources from mixtures.

Dnn Based_source_separation ⭐ 147

A PyTorch implementation of DNN-based source separation.

Tutorial_separation ⭐ 117

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

Deep Clustering ⭐ 81

deep clustering method for single-channel speech separation

Deep Clustering For Speech Separation ⭐ 46

Pytorch implements Deep Clustering: Discriminative Embeddings For Segmentation And Separation

Adaptive Multispeaker Separation ⭐ 42

Adaptive and Focusing Neural Layers for Multi-Speaker Separation Problem

https://speech-ai.github.io/SpeechX/ tools for light-weight speech-related tasks like speech separation

Awesome Speech Enhancement ⭐ 16

A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.

Bidirectional_2018 ⭐ 6

A Deep Learning Approach to Ideal Binary Mask Estimation

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