DeepSpeech
Related Papers
Artie Bias Corpus: An Open Dataset for Detecting Demographic Bias in Speech Applications
AbstractWe describe the creation of the Artie Bias Corpus, an English dataset of expert-validated <audio, transcript> pairs with demographic tags for age, gender, accent. We also release open software which …...
Common Voice: A Massively-Multilingual Speech Corpus
AbstractThe Common Voice corpus is a massively-multilingual collection of transcribed speech intended for speech technology research and development. Common Voice is designed for Automatic Speech Recognition purposes but can be …...
Effects of Layer Freezing on Transferring a Speech Recognition System to Under-resourced Languages
In this paper, we investigate the effect of layer freezing on the effectiveness of model trans- fer in the area of automatic speech recogni- tion. We experiment with Mozilla’s Deep- …...
BembaSpeech: A Speech Recognition Corpus for the Bemba Language
AbstractWe present a preprocessed, ready-to-use automatic speech recognition corpus, BembaSpeech, consisting over 24 hours of read speech in the Bemba language, a written but low-resourced language spoken by over 30% …...