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Bandhav Veluri

2 accepted papers

2024

Beyond Turn-Based Interfaces: Synchronous LLMs as Full-Duplex Dialogue Agents

EMNLP 2024main

Despite broad interest in modeling spoken dialogue agents, most approaches are inherently “half-duplex” – restricted to turn-based interaction with responses requiring explicit prompting by the user or implicit tracking of interruption or silence events. Human dialogue, by contrast, is “full-duplex”…

Cited by 10SourcePDFScholar
2023

Real-Time Target Sound Extraction

ICASSP 2023accepted

We present the first neural network model to achieve real-time and streaming target sound extraction. To accomplish this, we propose Waveformer, an encoder-decoder architecture with a stack of dilated causal convolution layers as the encoder, and a transformer decoder layer as the decoder. This hybr…

Cited by 0SourceScholar