18 citations · 42 across the 17 of their papers we have counts for
4 papers · 1 filter
Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models
Liang-Hsuan Tseng, Yu-Kuan Fu, Heng-Jui Chang +1
Code-switching (CS) is common in daily conversations where more than one language is used within a sentence. The difficulties of CS speech recognition lie in alternating languages…
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT
Heng-Jui Chang, Shu-wen Yang, Hung-yi Lee
Self-supervised speech representation learning methods like wav2vec 2.0 and Hidden-unit BERT (HuBERT) leverage unlabeled speech data for pre-training and offer good representations…
Non-autoregressive Mandarin-English Code-switching Speech Recognition
Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang +1
Mandarin-English code-switching (CS) is frequently used among East and Southeast Asian people. However, the intra-sentence language switching of the two very different languages ma…
Towards Lifelong Learning of End-to-end ASR
Heng-Jui Chang, Hung-yi Lee, Lin-shan Lee
Automatic speech recognition (ASR) technologies today are primarily optimized for given datasets; thus, any changes in the application environment (e.g., acoustic conditions or top…