Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation

no code implementations • ALTA 2018 • Xuanli He, Quan Hung Tran, William Havard, Laurent Besacier, Ingrid Zukerman, Gholamreza Haffari

In spite of the recent success of Dialogue Act (DA) classification, the majority of prior works focus on text-based classification with oracle transcriptions, i. e. human transcriptions, instead of Automatic Speech Recognition (ASR)'s transcriptions.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

SPEECH-COCO: 600k Visually Grounded Spoken Captions Aligned to MSCOCO Data Set

1 code implementation • 26 Jul 2017 • William Havard, Laurent Besacier, Olivier Rosec

Disfluencies and speed perturbation are added to the signal in order to sound more natural.