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12/16/2022
Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks
In this paper, we perform an exhaustive evaluation of different represen...
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09/28/2021
Exploring Teacher-Student Learning Approach for Multi-lingual Speech-to-Intent Classification
End-to-end speech-to-intent classification has shown its advantage in ha...
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08/05/2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification
End-to-end intent classification using speech has numerous advantages co...
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08/05/2021
SLoClas: A Database for Joint Sound Localization and Classification
In this work, we present the development of a new database, namely Sound...
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07/01/2021
Sonority Measurement Using System, Source, and Suprasegmental Information
Sonorant sounds are characterized by regions with prominent formant stru...
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02/15/2021
Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent Classification
Intent classification is a task in spoken language understanding. An int...
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12/01/2020
