Pinned Repositories
asteroid
The PyTorch-based audio source separation toolkit for researchers
pytorch-pit
Permutation invariant training in PyTorch
SoundCard
A Pure-Python Real-Time Audio Library
LibriMix
An open source dataset for source separation
pb_bss
Collection of EM algorithms for blind source separation of audio signals
pystoi
Python implementation of the Short Term Objective Intelligibility measure
pytorch_stoi
STOI loss function in PyTorch
pywsj0-mix
wsj0-{2, 3, 4, 5} mix generation scripts, in Python.
Ranger-Deep-Learning-Optimizer
Ranger - a synergistic optimizer using RAdam (Rectified Adam) and LookAhead in one codebase
Speech-Separation-Paper
A must-read paper for speech separation based on neural networks
mpariente's Repositories
mpariente/pystoi
Python implementation of the Short Term Objective Intelligibility measure
mpariente/pytorch_stoi
STOI loss function in PyTorch
mpariente/pywsj0-mix
wsj0-{2, 3, 4, 5} mix generation scripts, in Python.
mpariente/Ranger-Deep-Learning-Optimizer
Ranger - a synergistic optimizer using RAdam (Rectified Adam) and LookAhead in one codebase
mpariente/pb_bss
Collection of EM algorithms for blind source separation of audio signals
mpariente/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.
mpariente/mpariente
mpariente/seewav
Audio waveform visualisation, converts any audio to a nice video
mpariente/q
C++ Library for Audio Digital Signal Processing
mpariente/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
mpariente/datasets
🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas
mpariente/jiwer
Evaluate your speech-to-text system with similarity measures such as word error rate (WER)
mpariente/mpariente.github.io
✨ Build a beautiful and simple website in literally minutes.
mpariente/OrdNMF
mpariente/pytorch-lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
mpariente/soxbindings
Python bindings for SoX, aiming to replicate a subset of the command line sox utility.
mpariente/torchcrepe
Pytorch implementation of the CREPE pitch tracker
mpariente/xling-SemDiv
Code and data for the EMNLP 2020 paper: "Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank"
mpariente/angel
A Flexible and Powerful Parameter Server for large-scale machine learning
mpariente/espnet
End-to-End Speech Processing Toolkit
mpariente/fastmp
We'll see what this becomes
mpariente/LibriMix
An open source dataset for source separation
mpariente/music-demixing-challenge-starter-kit
Starter kit for getting started in the Music Demixing Challenge.
mpariente/opytimizer
🐦 Opytimizer is a Python library consisting of meta-heuristic optimization techniques.
mpariente/pytorch_scatter
PyTorch Extension Library of Optimized Scatter Operations
mpariente/pytorch_sparse
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
mpariente/shields
Concise, consistent, and legible badges in SVG and raster format
mpariente/torch_mir_eval
Pytorch implementation of https://craffel.github.io/mir_eval/. Not backpropagable.
mpariente/torchstar-docs
Documentation template used for torchlayers, torchdata, torchfunc etc.
mpariente/zzsza
Github Profile README