Daria Diatlova's repositories
iSTFTNet-pytorch
iSTFTNet : Fast and Lightweight Mel-spectrogram Vocoder Incorporating Inverse Short-time Fourier Transform
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.
FastSpeech2
An implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech"
NeMo
NeMo: a toolkit for conversational AI
speech_course
YSDA course in Speech Processing.
dla
Deep learning for audio processing
DNS-Challenge
This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.
dsp
Digital Signal Processing course
DTLN
Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.
emotion2vec
Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
hifi-gan
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
Kazakh_TTS
An expanded version of the previously released Kazakh text-to-speech (KazakhTTS) synthesis corpus. In KazakhTTS2, the overall size has increased from 93 hours to 271 hours, the number of speakers has risen from two to five (three females and two males), and the topic coverage has been diversified.
LPCNet
Efficient neural speech synthesis
MB-iSTFT-VITS2
Application of MB-iSTFT-VITS components to vits2_pytorch
MSP-Podcast_Challenge
MSP-Podcast Challenge Baseline Code
RecSys-hse-fall-2021
This repository consists of hometasks for the recommendation systems course.
russian_speech_denoiser
The repository consists of supportive scripts for the Master Thesis research
s3prl
Self-Supervised Speech Pre-training and Representation Learning Toolkit
speechbrain
A PyTorch-based Speech Toolkit
StarGAN-Voice-Conversion
This is a pytorch implementation of the paper: StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks
swift-sandbox
This repository consists of several simple iOS apps
vits2_pytorch
unofficial vits2-TTS implementation in pytorch