Popular GitHub Repositories for Fmcw Waveform

SincNet is a neural architecture for efficiently processing raw audio samples.

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks

Official pytorch implementation of the paper: "Catch-A-Waveform: Learning to Generate Audio from a Single Short Example" (NeurIPS 2021)

Official repository for the paper "Chunked Autoregressive GAN for Conditional Waveform Synthesis"

UIButton subclass with push to talk recording, speech recognition and Siri-style waveform view.

A repository for generating and training short audio samples with unconditional waveform diffusion on accessible consumer hardware (<2GB VRAM GPU)

LVCNet: Efficient Condition-Dependent Modeling Network for Waveform Generation

UnivNet: A Neural Vocoder with Multi-Resolution Spectrogram Discriminators for High-Fidelity Waveform Generation

Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)

Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf

Autovocoder: Fast Waveform Generation from a Learned Speech Representation using Differentiable Digital Signal Processing

This repository provides the code used to create the results presented in "Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles".

Speech synthesis (TTS) in low-resource languages by training from scratch with Fastpitch and fine-tuning with HifiGan

Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"

Pytorch Reimplementation of DiffWave unconditional generation: a high quality waveform synthesizer.

speech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN

Simple PyTorch Denoisers for Waveform Audio

FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning