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cs.CL2026
Forewarned is Forearmed: When Non-Sequential Embedding Turns Into an Anomaly Detector
Elys Allesiardo, Antoine Caubrière, Valentin Vielzeuf
This paper offers an in-depth analysis of non-sequential multimodal sentence-level embeddings, with a particular focus on the SONAR model. We demonstrate that certain embedding dim…
cs.CL2026
SENS-ASR: Semantic Embedding injection in Neural-transducer for Streaming Automatic Speech Recognition
Youness Dkhissi, Valentin Vielzeuf, Elys Allesiardo +1
Many Automatic Speech Recognition (ASR) applications require streaming processing of the audio data. In streaming mode, ASR systems need to start transcribing the input stream befo…