1.2k citations · 1.8k across the 34 of their papers we have counts for
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Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation
Qian Yang, Qian Chen, Wen Wang +2
Multi-modal multi-hop question answering involves answering a question by reasoning over multiple input sources from different modalities. Existing methods often retrieve evidences…
DopplerBAS: Binaural Audio Synthesis Addressing Doppler Effect
Jinglin Liu, Zhenhui Ye, Qian Chen +4
Recently, binaural audio synthesis (BAS) has emerged as a promising research field for its applications in augmented and virtual realities. Binaural audio helps users orient themse…
Pushing the limits of self-supervised speaker verification using regularized distillation framework
Yafeng Chen, Siqi Zheng, Hui Wang +2
Training robust speaker verification systems without speaker labels has long been a challenging task. Previous studies observed a large performance gap between self-supervised and…
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification
Siqi Zheng, Hongbin Suo, Qian Chen
Speaker embedding has been a fundamental feature for speaker-related tasks such as verification, clustering, and diarization. Traditionally, speaker embeddings are represented as f…
DePA: Improving Non-autoregressive Machine Translation with Dependency-Aware Decoder
Jiaao Zhan, Qian Chen, Boxing Chen +3
Non-autoregressive machine translation (NAT) models have lower translation quality than autoregressive translation (AT) models because NAT decoders do not depend on previous target…
ProsoSpeech: Enhancing Prosody With Quantized Vector Pre-training in Text-to-Speech
Yi Ren, Ming Lei, Zhiying Huang +4
Expressive text-to-speech (TTS) has become a hot research topic recently, mainly focusing on modeling prosody in speech. Prosody modeling has several challenges: 1) the extracted p…