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Bilal Dendani's Projects

pytorch-kaldi icon pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

speechmetrics icon speechmetrics

A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR

sphinx4 icon sphinx4

Pure Java speech recognition library

spoke icon spoke

A framework for building speech-enabled websites.

spoke-client icon spoke-client

Spoke client-side library for audio and speech recognition

tensorflow2-generative-models icon tensorflow2-generative-models

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

tests-as-linear icon tests-as-linear

Common statistical tests are linear models (or: how to teach stats)

tf-stanford-tutorials icon tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

wer_are_we icon wer_are_we

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

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