Stars
An AI-Powered Speech Processing Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Enhancement, Separation, and Target Speaker Extraction, etc.
Implementation of Dual-Stream DPRNN (paper: Nonlinear Residual Echo Suppression Based on Dual-Stream DPRNN)
The official repo: "McNet: Fuse Multiple Cues for Multichannel Speech Enh 8000 ancement", ICASSP 2023
speechdnn / nara_wpe
Forked from fgnt/nara_wpeDifferent implementations of "Weighted Prediction Error" for speech dereverberation
speechdnn / fdndlp
Forked from helianvine/fdndlpA speech dereverberation algorithm, also called wpe
This is a Real-time howling detection and suppression algorithm using Matlab simulink.
Keep track of good articles on speech processing, mainly on speech enhancement, include speech denoise, speech dereverberation and aec、agc, etc.
Collection of audio-focused loss functions in PyTorch
"Deep residual echo suppression with a tunable tradeoff between signal distortion and echo suppression", ICASSP, 2021.
pre-process script for timit data for dnn-aec works
[Interspeech 2024] Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement
Components loss for neural networks in mask-based speech enhancement
SpeechDenoiser: Real-Time Speech Denoising with ONNX Welcome to SpeechDenoiser, a simple and effective solution for real-time speech denoising using an ONNX model. This repository contains everythi…
acoustic interference (echo) cancellation project in summer internship
Multirate Signal Processing Tutorial
Audio Coding Notebooks and Tutorials
Time-frequency automatic gain control for audio signals. A Python port of the Matlab algorithm found at https://www.ee.columbia.edu/~dpwe/resources/matlab/tf_agc/ written by Dan Ellis.
The collection of pre-trained, state-of-the-art AI models for ailia SDK
Kalman filter, Extended Kalman filter, Unscented kalman filter, Cubature Kalman filter, M-estimation Robust cubature kalman filter implementation for various linear and non linear systems like UAV …