Search Results for author: Fei Tao

Found 7 papers, 0 papers with code

Ensemble Chinese End-to-End Spoken Language Understanding for Abnormal Event Detection from audio stream

no code implementations19 Oct 2020 Haoran Wei, Fei Tao, Runze Su, Sen yang, Ji Liu

Previous end-to-end SLU models are primarily used for English environment due to lacking large scale SLU dataset in Chines, and use only one ASR model to extract features from speech.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

Themes Informed Audio-visual Correspondence Learning

no code implementations14 Sep 2020 Runze Su, Fei Tao, Xudong Liu, Hao-Ran Wei, Xiaorong Mei, Zhiyao Duan, Lei Yuan, Ji Liu, Yuying Xie

The applications of short-term user-generated video (UGV), such as Snapchat, and Youtube short-term videos, booms recently, raising lots of multimodal machine learning tasks.

Improving Embedding Extraction for Speaker Verification with Ladder Network

no code implementations20 Mar 2020 Fei Tao, Gokhan Tur

Speaker verification is an established yet challenging task in speech processing and a very vibrant research area.

Speaker Verification

End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models

no code implementations12 Sep 2018 Fei Tao, Carlos Busso

Recent advances in audiovisual speech processing using deep learning have opened opportunities to capture in a principled way the temporal relationships between acoustic and visual features.

Action Detection Activity Detection +3

Advanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition

no code implementations27 Oct 2017 Fei Tao, Gang Liu

In this study, we propose a new variation of LSTM, advanced LSTM (A-LSTM), for better temporal context modeling.

Emotion Classification Emotion Recognition +1

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