40 citations · 109 across the 27 of their papers we have counts for
4 papers · 1 filter
Transformer-Transducers for Code-Switched Speech Recognition
Siddharth Dalmia, Yuzong Liu, Srikanth Ronanki +1
We live in a world where 60% of the population can speak two or more languages fluently. Members of these communities constantly switch between languages when having a conversation…
On Long-Tailed Phenomena in Neural Machine Translation
Vikas Raunak, Siddharth Dalmia, Vivek Gupta +1
State-of-the-art Neural Machine Translation (NMT) models struggle with generating low-frequency tokens, tackling which remains a major challenge. The analysis of long-tailed phenom…
Universal Phone Recognition with a Multilingual Allophone System
Xinjian Li, Siddharth Dalmia, Juncheng Li +8
Multilingual models can improve language processing, particularly for low resource situations, by sharing parameters across languages. Multilingual acoustic models, however, genera…
Towards Zero-shot Learning for Automatic Phonemic Transcription
Xinjian Li, Siddharth Dalmia, David R. Mortensen +3
Automatic phonemic transcription tools are useful for low-resource language documentation. However, due to the lack of training sets, only a tiny fraction of languages have phonemi…