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zhangshenghust's Projects

audiomentations icon audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

awesome-causal-vision icon awesome-causal-vision

A curated list of research papers in exploring causality in vision. Link to the code if available is also present.

emotion-fan icon emotion-fan

ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos

espnet icon espnet

End-to-End Speech Processing Toolkit

fixmatch-pytorch icon fixmatch-pytorch

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

kdd_winniethebest icon kdd_winniethebest

KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall first place

mmf icon mmf

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

mmsa icon mmsa

CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotations of Modality (ACL2020)

pytorch_dan icon pytorch_dan

An implementation of Deep Adaptation Network with pytorch

self-supervised-speech-pretraining-and-representation-learning icon self-supervised-speech-pretraining-and-representation-learning

The S3PRL speech toolkit: self-supervised pre-training and representation learning of Mockingjay, TERA, A-ALBERT, APC, and more to come. With easy-to-use standard downstream evaluation scripts including phone classification, speaker recognition, and ASR. (All in Pytorch!)

simmc icon simmc

With the aim of building next generation virtual assistants that can handle multimodal inputs and perform multimodal actions, we introduce two new datasets (both in the virtual shopping domain), the annotation schema, the core technical tasks, and the baseline models. The code for the baselines and the datasets will be opensourced.

skipvqvc icon skipvqvc

An implementation of SkipVQVC with various settings.

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