Human language technologies

Advancing how machines understand and generate human language across speech, text, and translation.

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Date de publication

Publication

Emotional Dialogue Generation using Image-Grounded Language Models

Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan

CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018

ISBN: 978-1-4503-5620-6

Publication

Improving End-of-Turn Detection in Spoken Dialogues by Detecting Speaker Intentions as a Secondary Task

Z. Aldeneh, D. Dimitriadis, E. Mower-Provost

2018 IEEE International Conference on Acoustics, Speech and Signal Processing | April 2018

Publication

Convolutional-Recurrent Neural Networks for Speech Enhancement

Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee

IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018

Projet

Publication

Corpus-Level Fine-Grained Entity Typing

Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schuetze

Journal of Artificial Intelligence Research | April 2018, Vol 61: pp. 835-862

Projet

Publication

Exploring Practical Aspects of Neural Mask-Based Beamforming for Far-Field Speech Recognition

Christoph Boeddeker, Hakan Erdogan, Takuya Yoshioka, Reinhold Haeb-Umbach

ICASSP 2018 | April 2018

Projet Projet

Publication

Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition

Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Fil Alleva

ICASSP 2018 | April 2018

Projet

Publication

Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection

Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar

IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018

Projet

Publication

Advancing Acoustic-to-Word CTC Model

Jinyu Li, Guoli Ye, Amit Das, Rui Zhao, Yifan Gong

ICASSP | April 2018

Publication

Efficient Integration of Fixed Beamformers and Speech Separation Networks for Multi-Channel Far-Field Speech Separation

Zhuo Chen, Takuya Yoshioka, Xiong Xiao, Jinyu Li, Michael L. Seltzer, Yifan Gong

ICASSP 2018 | April 2018

Publication

Developing Far-Field Speaker System Via Teacher-Student Learning

Jinyu Li, Rui Zhao, Zhuo Chen, Changliang Liu, Xiong Xiao, Guoli Ye, Yifan Gong

ICASSP | April 2018