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Various Slurm utilities scripts for Compute Canada staff and users.

Shell 8 1 Updated Jan 29, 2025

[Research] Code and artifacts for the papers related to RobustDistiller (Robust and Efficient S3RL models)

Python 6 Updated Mar 14, 2024

Python implementation of the SRMR toolbox

Python 119 41 Updated Jun 17, 2024

A library built for easier audio self-supervised training, downstream tasks evaluation

Python 111 10 Updated Aug 27, 2024

The official repository of Dynamic-SUPERB.

Python 172 89 Updated Feb 11, 2025

This Repository surveys the paper focusing on Prompting and Adapters for Speech Processing.

107 5 Updated Aug 4, 2023

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Python 17,292 1,733 Updated Feb 14, 2025

Audio Codec Speech processing Universal PERformance Benchmark

Python 238 22 Updated Nov 1, 2024

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

Jupyter Notebook 1,212 223 Updated May 21, 2023

TorchEEG is a library built on PyTorch for EEG signal analysis.

Python 422 57 Updated Dec 24, 2024

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

Jupyter Notebook 926 182 Updated Jan 11, 2024

This repository contains the SpeechBrain Benchmarks

Python 109 41 Updated Feb 7, 2025

Fast and memory-efficient exact attention

Python 15,470 1,464 Updated Feb 12, 2025

《SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks》Speech processing with prompting paradigm

Python 81 6 Updated Oct 19, 2023

DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning

Python 47 4 Updated Jan 18, 2024

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Python 39,315 6,415 Updated Dec 9, 2024

INTERSPEECH 2023: "DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models"

Python 110 12 Updated Jan 26, 2024

FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Learning (INTERSPEECH 2022)

Python 17 3 Updated Nov 15, 2023

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

2,544 337 Updated May 30, 2023

Making large AI models cheaper, faster and more accessible

Python 39,073 4,366 Updated Feb 14, 2025

Implementation of Nougat Neural Optical Understanding for Academic Documents

Python 9,239 597 Updated Apr 16, 2024

A framework for generating labeled audio recordings of single-spoken keywords via automatic forced alignment.

Python 8 Updated Mar 18, 2023

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal proce…

Python 432 17 Updated Jan 9, 2025

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

Python 995 91 Updated Jan 15, 2025

JUCE is an open-source cross-platform C++ application framework for desktop and mobile applications, including VST, VST3, AU, AUv3, LV2 and AAX audio plug-ins.

C++ 6,909 1,777 Updated Feb 14, 2025

A collection of papers related to speech model compression

24 2 Updated Jul 31, 2023

Inference Llama 2 in one file of pure C

C 18,025 2,198 Updated Aug 6, 2024

Defending against Adversarial Audio via Diffusion Model (ICLR 2023)

Python 28 1 Updated Mar 2, 2023

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

Python 618 58 Updated Mar 1, 2023

Collection of recent methods on (deep) neural network compression and acceleration.

935 132 Updated Dec 3, 2024
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