#spoken language understanding

Improving End-to-End SLU Performance with Prosodic Attention and Distillation

2023-08-20 Shangeth Rajaa Interspeech 2023, pp. 1114–1118

#Voice AI #Spoken Language Understanding #Prosody #Speech

Two techniques for incorporating prosody into end-to-end SLU: prosody-attention and prosody-distillation. Up to 8% intent classification accuracy improvement on SLURP.

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Skit-S2I: An Indian Accented Speech to Intent Dataset

2022-12-26 Shangeth Rajaa, Swaraj Dalmia, Kumarmanas Nethil arXiv preprint arXiv:2212.13015

#Voice AI #Spoken Language Understanding #Dataset #Speech

The first public Indian-accented SLU dataset in the banking domain. SSL speech representations beat ASR-based approaches for intent classification.

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