Search Results for author: Perez Ogayo

Found 8 papers, 7 papers with code

When Is TTS Augmentation Through a Pivot Language Useful?

1 code implementation20 Jul 2022 Nathaniel Robinson, Perez Ogayo, Swetha Gangu, David R. Mortensen, Shinji Watanabe

Developing Automatic Speech Recognition (ASR) for low-resource languages is a challenge due to the small amount of transcribed audio data.

Automatic Speech Recognition speech-recognition

Building African Voices

1 code implementation1 Jul 2022 Perez Ogayo, Graham Neubig, Alan W Black

This paper focuses on speech synthesis for low-resourced African languages, from corpus creation to sharing and deploying the Text-to-Speech (TTS) systems.

Speech Synthesis

Quality-Aware Decoding for Neural Machine Translation

1 code implementation NAACL 2022 Patrick Fernandes, António Farinhas, Ricardo Rei, José G. C. de Souza, Perez Ogayo, Graham Neubig, André F. T. Martins

Despite the progress in machine translation quality estimation and evaluation in the last years, decoding in neural machine translation (NMT) is mostly oblivious to this and centers around finding the most probable translation according to the model (MAP decoding), approximated with beam search.

Machine Translation NMT +1

Cannot find the paper you are looking for? You can Submit a new open access paper.