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cs.CL2025
SimulSense: Sense-Driven Interpreting for Efficient Simultaneous Speech Translation
Haotian Tan, Hiroki Ouchi, Sakriani Sakti
How to make human-interpreter-like read/write decisions for simultaneous speech translation (SimulST) systems? Current state-of-the-art systems formulate SimulST as a multi-turn di…
cs.SD2025
SC-SOT: Conditioning the Decoder on Diarized Speaker Information for End-to-End Overlapped Speech Recognition
Yuta Hirano, Sakriani Sakti
We propose Speaker-Conditioned Serialized Output Training (SC-SOT), an enhanced SOT-based training for E2E multi-talker ASR. We first probe how SOT handles overlapped speech, and w…