ag027592

LIGHT-SERNET

Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition

ARPL

[TPAMI 2021] Adversarial Reciprocal Points Learning for Open Set Recognition

ast

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

awesome-chatgpt-prompts

This repo includes ChatGPT promt curation to use ChatGPT better.

awesome-human-label-variation

A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, accompanying The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation (EMNLP 2022)

Ax

Adaptive Experimentation Platform

block-recurrent-transformer

Pytorch implementation of "Block Recurrent Transformers" (Hutchins & Schlag et al., 2022)

CV-Backbones

CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

GLAM

This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published in ICASSP 2022

iclr2023_stats

ICLR2023 statistics

LMaaS-Papers

Awesome papers on Language-Model-as-a-Service (LMaaS)

long-range-arena

Long Range Arena for Benchmarking Efficient Transformers

metrics

Machine learning metrics for distributed, scalable PyTorch applications.

Mixed_Emotions

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

osr_vit

RINCE

Code for Robust Contrastive Learning against Noisy Views

SAGE

No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models (ICLR 2022)

ssast

Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".

StrengthNet

StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis

TAILOR

Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition

TAWT

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

transformer-ls

Official PyTorch implementation of Long-Short Transformer (NeurIPS 2021).

unc-net

Code to support characterizing sources of uncertainty to proxy calibration and disambiguate annotator and data bias.

unilm

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

volta

Code and data for the framework in "Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs", TACL 2021.

w2v2-how-to

How to use our public wav2vec2 dimensional emotion model