code accompanying Pellegrino*, Stein*, & Cayco-Gajic (2023).

Library to perform Slice Tensor Component Analysis (sliceTCA)

Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)

Kolmogorov Arnold Networks

Python library for downloading, loading & working with sound datasets

This is an official repository for "Learning topology-preserving data representations" presented at ICLR 2023 conference.

Topological Deep Learning

A curated list of topological deep learning (TDL) resources and links.

A PyTorch-based Speech Toolkit

Implementation of Natural Speech 2, Zero-shot Speech and Singing Synthesizer, in Pytorch

for 2021 current opinions paper

ImageBind One Embedding Space to Bind Them All

Grapheme to phoneme conversion with deep learning.

Translate Chinese hanzi to pinyin (拼音) by Python, 汉字转拼音

Linguistic processing for Common Voice

PyTorch Implementation of TranSpeech (ICLR'23): Textless NAR Speech-to-Speech Translation with Bilateral Perturbation

PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.

Package for extracting and mapping the results of every single tensor operation in a PyTorch model in one line of code.

Phoneme Recognition using pre-trained models Wav2vec2, HuBERT and WavLM. Throughout this project, we compared specifically three different self-supervised models, Wav2vec (2019, 2020), HuBERT (2021…

Python package for extracting representations from state-of-the-art computer vision models

Python package to conduct feature-reweighted representational similarity analysis.

Simple, straight-forward extraction of acoustic and prosodic features from sound waves based on Praat and Parselmouth.

Code base for MinD-Vis

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Examples and guides for using the OpenAI API

📝 A nicely formatted LaTeX preprint template

SincNet is a neural architecture for efficiently processing raw audio samples.