adiyoss Goto Github PK

adiyoss.github.io

Personal website

audio-cont

autovowelduration

Automatic Measurement of Vowel Duration for Consonant Vowel Consonant (CVC) sound files (JASA 2016)

chroma

Pitch and chroma implementation in java

colman_ml

ML course @ colman

dataset

deepanomaly

Recurrent Neural Networks for Anomaly Detection using Time Series Data

deepsegmentor

Sequence Segmentation using Joint RNN and Structured Prediction Models (ICASSP 2017)

deepvot

Automatic Measurement of Voice Onset Time (VOT) using Deep Recurrent Neural Networks (Interspeech 2016)

deepwdm

Recurrent Neural Networks for Word Duration Measurement

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.

diffq

DiffQ performs differentiable quantization using pseudo quantization noise. It can automatically tune the number of bits used per weight or group of weight, in order to achieve a given trade-off between the model size and accuracy.

dotfiles

dotfiles for vim, tmux, etc.

dsvae-nes

expresso

Expresso dataset demo page

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gcommandspytorch

ConvNets for Audio Recognition using Google Commands Dataset

griffin_lim

Implementation of the Griffin and Lim algorithm to recover an audio signal from a magnitude-only spectrogram.

indepth-analysis

Sentence Representation Analysis

iterm2-color-schemes

Over 150 terminal color schemes/themes for iTerm/iTerm2 (with ports to Terminal, Konsole, PuTTY, Xresources, XRDB, and Terminator)

nltk_contrib

NLTK Contrib

opennmt

Open-Source Neural Machine Translation in Torch

py-webrtcvad

Python interface to the WebRTC Voice Activity Detector

pytorch-stft

An STFT/iSTFT for PyTorch.

stargan

PyTorch Implementation of StarGAN - CVPR 2018

structed

Risk Minimization Algorithms in Structured Prediction (JMLR 2016)

tools-to-design-or-visualize-architecture-of-neural-network

Tools to Design or Visualize Architecture of Neural Network

turk

watermarknn

Watermarking Deep Neural Networks (USENIX 2018)

wav2letter

Facebook AI Research's Automatic Speech Recognition Toolkit