2 citations · 2 across the 5 of their papers we have counts for
6 papers
Can Prosodic Style Be Inferred from Text Alone? Evidence from Unsupervised Acoustic Clusters
Abdul Rehman, Jian-Jun Zhang, Xiaosong Yang
Much of expressive text-to-speech research rests on an untested assumption that written text carries enough information to select an appropriate prosodic style for its delivery. Te…
CUPE: Contextless Universal Phoneme Encoder for Language-Agnostic Speech Processing
Abdul Rehman, Jian-Jun Zhang, Xiaosong Yang
Universal phoneme recognition typically requires analyzing long speech segments and language-specific patterns. Many speech processing tasks require pure phoneme representations fr…
ENCODE: Breaking the Trade-Off Between Performance and Efficiency in Long-Term User Behavior Modeling
Wenji Zhou, Yuhang Zheng, Yinfu Feng +5
Long-term user behavior sequences are a goldmine for businesses to explore users' interests to improve Click-Through Rate. However, it is very challenging to accurately capture use…
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition
Abdul Rehman, Jian Jun Zhang, Xiaosong Yang
Named Entity Recognition (NER) encounters the challenge of unbalanced labels, where certain entity types are overrepresented while others are underrepresented in real-world dataset…
MaSkel: A Model for Human Whole-body X-rays Generation from Human Masking Images
Yingjie Xi, Boyuan Cheng, Jingyao Cai +2
The human whole-body X-rays could offer a valuable reference for various applications, including medical diagnostics, digital animation modeling, and ergonomic design. The traditio…
CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition
Kari A Noriy, Xiaosong Yang, Marcin Budka +1
Multilingual speech processing requires understanding emotions, a task made difficult by limited labelled data. CLARA, minimizes reliance on labelled data, enhancing generalization…