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Amir Hussein's Projects

odin icon odin

Domain Adaptation with Representation Learning and Nonlinear Relation for Time Series

ps_mem icon ps_mem

A utility to accurately report the in core memory usage for a program

pyannote-audio icon pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

python-audio icon python-audio

Some Jupyter notebooks about audio signal processing with Python

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.

pyvad icon pyvad

A simple VAD pipeline based on pyAudioAnalysis

regex icon regex

Regular expression exercises

regex-in-python icon regex-in-python

A comprehensive guide for learning regular expressions using Python

seaborn icon seaborn

Statistical data visualization using matplotlib

self-supervised-speech-pretraining-and-representation-learning icon self-supervised-speech-pretraining-and-representation-learning

The S3PRL speech toolkit: self-supervised pre-training and representation learning of Mockingjay, TERA, A-ALBERT, APC, and more to come. With easy-to-use standard downstream evaluation scripts including phone classification, speaker recognition, and ASR. (All in Pytorch!)

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