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fwl2000's Projects

advr-avss icon advr-avss

Pytorch implementation of our paper: Audio-Visual Speech Separation with Visual Features Enhanced by Adversarial Training.

asam icon asam

This is the code&dataset for our paper [Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment. AAAI 2018]

asteroid icon asteroid

The PyTorch-based audio source separation toolkit for researchers

audiomentations icon audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

augly icon augly

A data augmentations library for audio, image, text, and video.

av-se icon av-se

Deep-Learning-Based Audio-Visual Speech Enhancement and Separation

awesome-ai-books icon awesome-ai-books

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

awesome-speech-enhancement-11 icon awesome-speech-enhancement-11

A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.

emp-ssl icon emp-ssl

This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."

espnet icon espnet

End-to-End Speech Processing Toolkit

few-shot-rir icon few-shot-rir

Code and datasets for 'Few-Shot Audio-Visual Learning of Environment Acoustics' (NeurIPS 2022)

k2 icon k2

FSA/FST algorithms, differentiable, with PyTorch compatibility.

learningfromaudio icon learningfromaudio

Understand of the fundamentals of digital signal processing for Machine Learning/Deep Learning applications.

lhotse icon lhotse

Tools for handling speech data in machine learning projects.

limuse icon limuse

PyTorch implementation of LiMuSE

lyon icon lyon

Python port of Lyon's model calculation from Auditory Toolbox.

memorizing-transformers-pytorch icon memorizing-transformers-pytorch

Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch

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