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Nabarun Goswami's Projects

custom_hf_trainer icon custom_hf_trainer

A custom Huggingface trainer which supports logging auxiliary losses returned by your model

istft-torch icon istft-torch

Quick and naive translation of torch.istft() to python with option to skip NOLA check.

p.808 icon p.808

This is an open-source implementation of the ITU P.808 standard for "Subjective evaluation of speech quality with a crowdsourcing approach" (see https://www.itu.int/rec/T-REC-P.808/en). It uses Amazon Mechanical Turk as the crowdsourcing platform. It includes implementations for Absolute Category Rating (ACR), Degradation Category Rating (DCR), and Comparison Category Rating (CCR).

pytorchwavelets icon pytorchwavelets

PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)

srt-parse icon srt-parse

Segments a .mp3 file into several smaller audio clips using an accompanying .srt closed captioning file.

ssqueezepy icon ssqueezepy

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

videodenoising icon videodenoising

A novel video denoising algorithm based on wavelet and walsh-hadamard transform

webmushra icon webmushra

a MUSHRA compliant web audio API based experiment software

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