Challenges and Opportunities in Multi-device Speech Processing. (arXiv:2206.15432v1 [eess.AS])

We review current solutions and technical challenges for automatic speech
recognition, keyword spotting, device arbitration, speech enhancement, and
source localization in multidevice home environments to provide context for the
INTERSPEECH 2022 special session, "Challenges and opportunities for signal
processing and machine learning for multiple smart devices". We also identify
the datasets needed to support these research areas. Based on the review and
our research experience in the multi-device domain, we conclude with an outlook
on the future evolution

arxiv challenges processing speech speech processing