Streaming End-to-End Bilingual ASR Systems with Joint Language Identification

no code implementations • 8 Jul 2020 • Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann

Experiments show that for English-Spanish, the bilingual joint ASR-LID architecture matches monolingual ASR and acoustic-only LID accuracies.

Language Identification

Language Model Bootstrapping Using Neural Machine Translation For Conversational Speech Recognition

no code implementations • 2 Dec 2019 • Surabhi Punjabi, Harish Arsikere, Sri Garimella

Machine translation (MT) offers a systematic way of incorporating collections from mature, resource-rich conversational systems that may be available for a different language.

Data Augmentation Domain Adaptation +8