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Jeff Z. Ma

2 accepted papers

2018

Optimizing Multilingual Knowledge Transfer for Time-Delay Neural Networks with Low-Rank Factorization

ICASSP 2018accepted

When producing speech-to-text (STT) systems on a lower resource language, it is often beneficial to use knowledge obtained from a significantly larger multilingual dataset. We have seen benefits from using a multilingual TDNN as initialization for training an acoustic model on a target low resource…

Cited by 0SourceScholar
2015

Large-scale speaker search using PLDA on mismatched conditions

ICASSP 2015accepted

Recent work reported on fast speaker search over large speech data corpora has focused on using locality sensitive hashing (LSH) search with hashing functions approximating i-vector based cosine distances (CosDist) for model comparisons. Because of the superior performance of probabilistic linear di…

Cited by 0SourceScholar