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SQAT is an open-source repository of MATLAB codes containing the implementation of key metrics for quantitative sound quality analysis.

MATLAB 47 14 Updated Jan 17, 2025

This repo aims to build a web app that supports speech recognition system 😃 It's simple to use and understand 😄

Jupyter Notebook 38 9 Updated May 23, 2023

Official PyTorch implementation of "AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks"

Python 185 45 Updated Jun 25, 2023

Robust Speech Recognition via Large-Scale Weak Supervision

Python 74,587 8,914 Updated Jan 4, 2025

In defence of metric learning for speaker recognition

Python 1,077 276 Updated Mar 26, 2024

Baseline for the Spoofing-aware Speaker Verification Challenge 2022

Python 64 19 Updated May 3, 2022

UniSpeech - Large Scale Self-Supervised Learning for Speech

Python 446 74 Updated Apr 5, 2024
Python 1,405 181 Updated Feb 11, 2024

Implementation of the paper Diffusion Bridges Vector Quantized Variational Autoencoders.

Python 17 1 Updated Sep 1, 2023

implementation of "DCCRN-Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement" by pytorch

Python 184 32 Updated Oct 8, 2020

Samples for Complex VQ-VAE speech enhancement - ICASSP2021

Python 5 2 Updated Jun 27, 2022

A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR

Python 933 159 Updated Jul 5, 2023

A PyTorch-based Speech Toolkit

Python 9,203 1,422 Updated Jan 16, 2025

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

Python 558 158 Updated Aug 19, 2023
Python 291 70 Updated Feb 28, 2020

Python scripts for modelling timbral attributes

MATLAB 80 26 Updated Jun 17, 2024

This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.

Python 1,144 420 Updated Jul 25, 2024

An STFT/iSTFT for PyTorch.

Python 353 52 Updated Oct 31, 2023

L-BFGS-B, converted from Fortran to C, with Matlab wrapper

C 110 57 Updated Jul 20, 2024

Implementation of the Wave-U-Net for audio source separation

Python 859 178 Updated Mar 24, 2023

Source code accompanying O'Reilly book: Machine Learning Design Patterns

Jupyter Notebook 1,918 535 Updated Apr 28, 2021

A PyTorch implementation of Listen, Attend and Spell (LAS), an End-to-End ASR framework.

Python 200 56 Updated Jan 8, 2019

Vector Quantized VAEs - PyTorch Implementation

Python 874 138 Updated Jul 12, 2023

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Python 30,821 6,447 Updated Jan 9, 2025

Library for implementing RNNs with Theano

Python 601 228 Updated Sep 14, 2015

An Open Source Machine Learning Framework for Everyone

C++ 187,326 74,434 Updated Jan 18, 2025

Tập hợp đủ 3 đồ án hệ điều hành nachos - môn hệ điều hành - khoa công nghệ thông tin - trường đại học khoa học tự nhiên tphcm - HCMUS

C++ 6 5 Updated Dec 27, 2017