5 papers
On linkage bias-correction for estimators using iterated bootstraps
Siu-Ming Tam, Min Wang, Alicia Rambaldi +1
By amalgamating data from disparate sources, the resulting integrated dataset becomes a valuable resource for statistical analysis. In probabilistic record linkage, the effectivene…
CUEMPATHY: A Counseling Speech Dataset for Psychotherapy Research
Dehua Tao, Harold Chui, Sarah Luk +1
Psychotherapy or counseling is typically conducted through spoken conversation between a therapist and a client. Analyzing the speech characteristics of psychotherapeutic interacti…
Modeling Intrapersonal and Interpersonal Influences for Automatic Estimation of Therapist Empathy in Counseling Conversation
Dehua Tao, Tan Lee, Harold Chui +1
Counseling is usually conducted through spoken conversation between a therapist and a client. The empathy level of therapist is a key indicator of outcomes. Presuming that therapis…
Learning Representation of Therapist Empathy in Counseling Conversation Using Siamese Hierarchical Attention Network
Dehua Tao, Tan Lee, Harold Chui +1
Counseling is an activity of conversational speaking between a therapist and a client. Therapist empathy is an essential indicator of counseling quality and assessed subjectively b…
ToneUnit: A Speech Discretization Approach for Tonal Language Speech Synthesis
Dehua Tao, Daxin Tan, Yu Ting Yeung +2
Representing speech as discretized units has numerous benefits in supporting downstream spoken language processing tasks. However, the approach has been less explored in speech syn…