Audio-Aware Spoken Multiple-Choice Question Answering With Pre-Trained Language Models
Spoken multiple-choice question answering (SMCQA) requires machines to select the correct choice to answer the question by referring to the passage,…
Read moreTASLP Volume 29 | 2021
Sarcasm Detection with Commonsense Knowledge
Sarcasm is commonly used in today's social media platforms such as Twitter and Reddit. Sarcasm detection is necessary for analysing people's real…
Read moreKeyword Search Using Attention-Based End-to-End ASR and Frame-Synchronous Phoneme Alignments
Attention-based end-to-end (E2E) automatic speech recognition (ASR) architectures are now the state-of-the-art in terms of recognition performance…
Read moreAudio-Visual Multi-Channel Integration and Recognition of Overlapped Speech
Automatic speech recognition (ASR) technologies have been significantly advanced in the past few decades. However, recognition of overlapped speech…
Read moreConditioned Source Separation for Musical Instrument Performances
In music source separation, the number of sources may vary for each piece and some of the sources may belong to the same family of instruments, thus…
Read moreBayesian Learning for Deep Neural Network Adaptation
A key task for speech recognition systems is to reduce the mismatch between training and evaluation data that is often attributable to speaker…
Read moreModified Magnitude-Phase Spectrum Information for Spoofing Detection
Most of the existing feature representations for spoofing countermeasures consider information either from the magnitude or phase spectrum. We…
Read moreAudio-Visual Deep Neural Network for Robust Person Verification
Voice and face are two most popular biometrics for person verification, usually used in speaker verification and face verification tasks. It has…
Read morePassive Geometry Calibration for Microphone Arrays Based on Distributed Damped Newton Optimization
Geometry calibration is an inherent challenge in distributed acoustic sensor networks. To mitigate this problem, a passive geometry calibration…
Read moreNovel Architectures for Unsupervised Information Bottleneck Based Speaker Diarization of Meetings
Speaker diarization is an important problem that is topical, and is especially useful as a preprocessor for conversational speech related…
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