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Maulik C. Madhavi

2 accepted papers

2021

Leveraging Acoustic and Linguistic Embeddings from Pretrained Speech and Language Models for Intent Classification

ICASSP 2021accepted

Intent classification is a task in spoken language understanding. An intent classification system is usually implemented as a pipeline process, with a speech recognition module followed by text processing that classifies the intents. There are also studies of end-to-end system that take acoustic fea…

Cited by 0SourceScholar
2021

Multi-Target DoA Estimation with an Audio-Visual Fusion Mechanism

ICASSP 2021accepted

Most of the prior studies in the spatial Direction of Arrival (DoA) domain focus on a single modality. However, humans use auditory and visual senses to detect the presence of sound sources. With this motivation, we propose to use neural networks with audio and visual signals for multi-speaker local…

Cited by 0SourceScholar