Papers
Deep Lip Reading: A Comparison of Models and an Online Application
Triantafyllos Afouras, Joon Son Chung, Andrew Zisserman
Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription
Rongfeng Su, Xunying Liu, Lan Wang
Annotator Trustability-based Cooperative Learning Solutions for Intelligent Audio Analysis
Simone Hantke, Christoph Stemp, Björn Schuller
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation
Hakan Erdogan, Takuya Yoshioka
Towards Automated Single Channel Source Separation Using Neural Networks
Arpita Gang, Pravesh Biyani, Akshay Soni
Monoaural Audio Source Separation Using Variational Autoencoders
Laxmi Pandey, Anurendra Kumar, Vinay Namboodiri
A Shifted Delta Coefficient Objective for Monaural Speech Separation Using Multi-task Learning
Chenglin Xu, Wei Rao, Eng Siong Chng et al.
Deep Speech Denoising with Vector Space Projections
Jeffrey Hetherly, Paul Gamble, Maria Alejandra Barrios et al.
An Efficient Approach to Encoding Context for Spoken Language Understanding
Raghav Gupta, Abhinav Rastogi, Dilek Hakkani-Tür
User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks
Yilin Shen, Xiangyu Zeng, Yu Wang et al.
Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension
Chia-Hsuan Lee, Szu-Lin Wu, Chi-Liang Liu et al.
Robust Spoken Language Understanding via Paraphrasing
Avik Ray, Yilin Shen, Hongxia Jin
Is ATIS Too Shallow to Go Deeper for Benchmarking Spoken Language Understanding Models?
Frédéric Béchet, Christian Raymond
A Deep Reinforcement Learning Based Multimodal Coaching Model (DCM) for Slot Filling in Spoken Language Understanding(SLU)
Yu Wang, Abhishek Patel, Yilin Shen et al.
Learning Conditional Acoustic Latent Representation with Gender and Age Attributes for Automatic Pain Level Recognition
Jeng-Lin Li, Yi-Ming Weng, Chip-Jin Ng et al.
A Lightly Supervised Approach to Detect Stuttering in Children's Speech
Sadeen Alharbi, Madina Hasan, Anthony J H Simons et al.
Patient Privacy in Paralinguistic Tasks
Francisco Teixeira, Alberto Abad, Isabel Trancoso
Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks
Md Nasir, Brian Baucom, Shrikanth Narayanan et al.
Automatic Speech Assessment for People with Aphasia Using TDNN-BLSTM with Multi-Task Learning
Ying Qin, Tan Lee, Siyuan Feng et al.
Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy
Karan Singla, Zhuohao Chen, Nikolaos Flemotomos et al.
Identifying Schizophrenia Based on Temporal Parameters in Spontaneous Speech
Gábor Gosztolya, Anita Bagi, Szilvia Szalóki et al.
Dysarthric Speech Classification Using Glottal Features Computed from Non-words, Words and Sentences
Narendra N P, Paavo Alku
Multi-Lingual Depression-Level Assessment from Conversational Speech Using Acoustic and Text Features
Yasin Özkanca, Cenk Demiroglu, Aslı Besirli et al.