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audio-generation-papers

recent audio generation papers (including speech, music and general audios)

audiolm-pytorch

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

bae-net

BAE-NET: A LOW COMPLEXITY AND HIGH FIDELITY BANDWIDTH-ADAPTIVE NEURAL NETWORK FOR SPEECH SUPER-RESOLUTION

bddm

BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis

cdiffuse

Conditional Diffusion Probabilistic Model for Speech Enhancement

cincgan-se

Joint magnitude estimation and phase recovery using Cycle-in-Cycle GAN for non-parallel speech enhancement

clap

Contrastive Language-Audio Pretraining

cmgan

Conformer-based Metric GAN for speech enhancement

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

db-aiat

The implementation of "Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement"

dbt-net

The audio demos with respect to the paper "DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention transformer for monaural speech enhancement" are provided (submitted to TASLP). The code will also be released soon.

deepfilternet2

Noise supression using deep filtering

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dptnet

echocatzh

encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

fastdiff

PyTorch Implementation of FastDiff (IJCAI'22)

fullsubnet

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

gpurir

Python library for Room Impulse Response (RIR) simulation with GPU acceleration

leetcode

Leetcode solutions

lpcnet

Efficient neural speech synthesis

mlsp

Examples of machine learning and signal processing algorithms.

nkf-aec

Acoustic Echo Cancellation with Nerual Kalman Filtering

nlp-tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

opus

Modern audio compression for the internet.

parallelwavegan

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch

phasen

A unofficial Pytorch implementation of Microsoft's PHASEN

rir-generator

Generating room impulse responses

s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit.