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Speaker and language change detection using wav2vec2 and whisper
We investigate recent transformer networks pre-trained for automatic speech recognition for
their ability to detect speaker and language changes in speech. We do this by simply adding …
their ability to detect speaker and language changes in speech. We do this by simply adding …
Eend-demux: End-to-end neural speaker diarization via demultiplexed speaker embeddings
In recent years, there have been studies to further improve the end-to-end neural speaker
diarization (EEND) systems. This letter proposes the EEND-DEMUX model, a novel …
diarization (EEND) systems. This letter proposes the EEND-DEMUX model, a novel …
PulmoListener: Continuous acoustic monitoring of chronic obstructive pulmonary disease in the wild
Prior work has shown the utility of acoustic analysis in controlled settings for assessing
chronic obstructive pulmonary disease (COPD)---one of the most common respiratory …
chronic obstructive pulmonary disease (COPD)---one of the most common respiratory …
EEND-EM: End-to-End Neural Speaker Diarization with EM-Network
In recent years, various studies have been conducted to further enhance end-to-end neural
speaker diarization (EEND) systems. However most of the methods increase model …
speaker diarization (EEND) systems. However most of the methods increase model …