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saber5433's Projects
denoiser
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.
diffgan-tts
PyTorch Implementation of DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs
diffsinger
DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code
docker-kaldi-gstreamer-server
Dockerfile for kaldi-gstreamer-server.
eats
A pytroch implementation of the EETS: End-to-End Adversarial Text-to-Speech
efficient_tts
Pytorch implementation of "Efficienttts: an efficient and high-quality text-to-speech architecture"
epitran
A tool for transcribing orthographic text as IPA (International Phonetic Alphabet)
espnet
End-to-End Speech Processing Toolkit
face-parsing.pytorch
Using modified BiSeNet for face parsing in PyTorch
face-super-resolution
Face super resolution based on ESRGAN
fast-wavenet
Speedy Wavenet generation using dynamic programming :zap:
fastdiff
PyTorch Implementation of FastDiff (IJCAI'22)
fastpitchformant
PyTorch Implementation of NCSOFT's FastPitchFormant: Source-filter based Decomposed Modeling for Speech Synthesis
fastspeech2
PyTorch Implementation of FastSpeech 2 : Fast and High-Quality End-to-End Text to Speech
filtering
Utilities for resampling and filtering audio data
flask-socketio
Socket.IO integration for Flask applications.
flowavenet
A Pytorch implementation of "FloWaveNet: A Generative Flow for Raw Audio"
fma
FMA: A Dataset For Music Analysis
focal-loss-implement-on-tensorflow
The implementation of focal loss proposed on "Focal Loss for Dense Object Detection" by KM He and support for multi-label dataset.
forced-alignment-tools
A collection of links and notes on forced alignment tools
fre-gan-pytorch
Fre-GAN: Adversarial Frequency-consistent Audio Synthesis
fuzzychinese
A small package to fuzzy match chinese words
g2pm
A Neural Grapheme-to-Phoneme Conversion Package for Mandarin Chinese Based on a New Open Benchmark Dataset
gentle
gentle forced aligner
gigaspeech
Large, modern dataset for speech recognition
glow-tts
A Generative Flow for Text-to-Speech via Monotonic Alignment Search
gmvae_tacotron
Gaussian Mixture VAE Tacotron
gq
GQ is HS
gradient-centralization
A New Optimization Technique for Deep Neural Networks
gradient_reversal_keras_tf
Keras implementation of a gradient reversal layer for the Tensorflow backend
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