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Saurabh's Projects

asteroid icon asteroid

The PyTorch-based audio source separation toolkit for researchers || Current highlight : we got our WHAMR results check it out here !

autospeech icon autospeech

[Preprint] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang

demonrangeroptimizer icon demonrangeroptimizer

Quasi Hyperbolic Rectified DEMON Adam/Amsgrad with AdaMod, Gradient Centralization, Lookahead, iterative averaging and decorrelated Weight Decay

gpurir icon gpurir

Python library for Room Impulse Response (RIR) simulation with GPU acceleration

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

improvedsegan icon improvedsegan

This repository is an extension of GAN based speech enhancement called SEGAN, and we present two modifications to make model training more robust and stable.

irasl2018 icon irasl2018

Code for the paper "Investigating the effect of residual and highway connections in speech enhancement models"

isegan icon isegan

Improved Speech Enhancement GANs

jsalt19-gluonnlp icon jsalt19-gluonnlp

JSALT 2019 Montréal: Dive into Deep Learning for Natural Language Processing

jsalt2019-diadet icon jsalt2019-diadet

Repository of recipes for the JSALT2019 workshop on "Speaker Detection in Adverse Scenarios with a Single Microphone"

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