2017
INTERSPEECH
INTERSPEECH 2017
WebSubDub — Experimental System for Creating High-Quality Alternative Audio Track for TV Broadcasting
Abstract
This paper deals with a presentation of an experimental system (called WebSubDub) for creating a high-quality alternative audio track for TV broadcasting. The system is used to create subtitles for TV shows in such a format which allows to automatically generate an alternative audio track with multiple voices employing a specially adapted TTS system. This alternative audio track is intended for televiewers with slight hearing impairments, i.e. for a group of televiewers who encounter issues when perceiving the original audio track — especially dialogues with background music, background noise or emotional speech. The system was developed in cooperation with Czech television, the public service broadcaster in the Czech Republic.
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Interdisciplinary Bridge
— Artificial Intelligence and Machine Learning
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Keyword Pioneer
— alternative audio track
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Interdisciplinary, Machine Learning, Natural Language Processing, Reinforcement Learning, Speech & Audio