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av_hubert

A self-supervised learning framework for audio-visual speech

deepfilternet

Noise supression using deep filtering

denoiser

(For 16kHz audio only) Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

dns-challenge

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

fast-rir

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

google-voice-separation-voicefilter

Unofficial PyTorch implementation of Google AI's VoiceFilter system

iirnet

Direct design of biquad filter cascades with deep learning by sampling random polynomials.

inaspeechsegmenter

CNN-based audio segmentation toolkit. Allows to detect speech, music and speaker gender. Has been designed for large scale gender equality studies based on speech time per gender.

learning_neural_acoustic_fields

Official code for "Learning Neural Acoustic Fields"

libsndfile

A C library for reading and writing sound files containing sampled audio data.

makefiletutorial

Learn make by example

pygsound

Impulse response generation based on state-of-the-art geometric sound propagation engine.

pyimagesource

Image-source method for room acoustics

pyroomacoustics

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

rir-generator

Generating room impulse responses

rnnoise_wrapper

A simple Python wrapper for audio noise reduction RNNoise. Simplifies work with it, adds new trained models and detailed instructions for training.

sparsenet

speechdenoisingwithdeepfeaturelosses

Speech Denoising with Deep Feature Losses

tea-lab-web

Telecom Electroacoustic Audio Lab Website

wayverb

This project is not under active development. Hybrid waveguide and raytracer for room acoustics on the GPU

youtube-dl

Command-line program to download videos from YouTube.com and other video sites