Document Type

Conference Proceeding

Publication Title

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Abstract

This paper presents FOOCTTS, an automatic pipeline for a football commentator that generates speech with background crowd noise. The application gets the text from the user, applies text pre-processing such as vowelization, followed by the commentator's speech synthesizer. Our pipeline included Arabic automatic speech recognition for data labeling, CTC segmentation, transcription vowelization to match speech, and fine-tuning the TTS. Our system is capable of generating speech with its acoustic environment within limited 15 minutes of football commentator recording. Our prototype is generalizable and can be easily applied to different domains and languages.

First Page

5249

Last Page

5250

Publication Date

8-2023

Keywords

speech recognition, text-to-speech

Comments

IR conditions: non-described

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