activity
20172020
most citedAdvanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition

8 citations · 8 across the 2 of their papers we have counts for

collaborators

6 papers

cs.MM2020

Short Video-based Advertisements Evaluation System: Self-Organizing Learning Approach

Yunjie Zhang, Fei Tao, Xudong Liu +6

With the rising of short video apps, such as TikTok, Snapchat and Kwai, advertisement in short-term user-generated videos (UGVs) has become a trending form of advertising. Predicti…

cs.AI2020

Themes Informed Audio-visual Correspondence Learning

Runze Su, Fei Tao, Xudong Liu +6

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. Among…

eess.AS2020

Improving Embedding Extraction for Speaker Verification with Ladder Network

Fei Tao, Gokhan Tur

Speaker verification is an established yet challenging task in speech processing and a very vibrant research area. Recent speaker verification (SV) systems rely on deep neural netw…

eess.AS2020

Multi-Task Siamese Neural Network for Improving Replay Attack Detection

Patrick von Platen, Fei Tao, Gokhan Tur

Automatic speaker verification systems are vulnerable to audio replay attacks which bypass security by replaying recordings of authorized speakers. Replay attack detection (RA) det…

eess.AS2018

An Ensemble Framework of Voice-Based Emotion Recognition System for Films and TV Programs

Fei Tao, Gang Liu, Qingen Zhao

Employing voice-based emotion recognition function in artificial intelligence (AI) product will improve the user experience. Most of researches that have been done only focus on th…

cs.LG20178 cited

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

Fei Tao, Gang Liu

Long short-term memory (LSTM) is normally used in recurrent neural network (RNN) as basic recurrent unit. However,conventional LSTM assumes that the state at current time step depe…