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asteroid

The PyTorch-based audio source separation toolkit for researchers

audio-book-corpus-for-european-languages-

Audio Book Corpus (ABC) project has been developed to aid linguist researchers in the field of text to speech for purely academic purposes. In the current form, the corpus consists approximately 200 minutes of speech data in German language. Besides German, we are also in the process of developing Corpus Portuguese and Italian langugae. Future versions of the corpus shall encompass most European languages such as French, Spanish, Czech, Dutch, Polish, Romanian.

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

beamformers

Easy to use Beamformers for multi-channel speech separation/enhancement

beamformit

BeamformIt acoustic beamforming software

cold-diffusion-models

Official implementation of Cold-Diffusion for different transformations in pytorch.

css10

CSS10: A Collection of Single Speaker Speech Datasets for 10 Languages

d-tdnn

PyTorch implementation of Densely Connected Time Delay Neural Network

deepcomplexunetpytorch

Implementation of Deep Complex UNet Using PyTorch

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

disvoice

feature extraction from speech signals

erisha

ERISHA is a mulitilingual multispeaker expressive speech synthesis framework. It can transfer the expressivity to the speaker's voice for which no expressive speech corpus is available.

ffjord

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

flowseq

Generative Flow based Sequence-to-Sequence Toolkit written in Python.

frame-by-frame-closed-form-update-for-mask-based-adaptive-mvdr-beamforming

speech-enhacement

glow-tts

A Generative Flow for Text-to-Speech via Monotonic Alignment Search

gmvae

Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering

gradtts

Pytorch implementation of "Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech"

gruut-ipa

Python library for manipulating pronunciations using the International Phonetic Alphabet (IPA)

how-i-extracted-ted-talks-for-parallel-corpus-

irm-based-speech-enhancement-using-lstm

Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM

lexical_resources

lightning-ssl

Self-Supervised methods implemented with PyTorch Lightning

lstm_pit_speech_separation

Two-talker Speech Separation with LSTM/BLSTM by Permutation Invariant Training method.

mcse

Multi-channel speech enhancement system (MVDR beamformer + several postfilters)

mellotron

Mellotron: a multispeaker voice synthesis model based on Tacotron 2 GST that can make a voice emote and sing without emotive or singing training data

merlin

This is now the official location of the Merlin project.

nar_tts_samples_interspeech_2022

Non-autoregressive TTS systems for expressivity transfer. Results submitted for Interspeech 2022

nn-gev

Neural network supported GEV beamformer