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Author

Ambili A. R.

3 papers indexed here

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Conference Aug 2026

Fall Detection from Words and Motion: A Multimodal Approach to Elderly Safety

Elderly falls are a serious public health concern because they frequently cause serious injuries. Because they allow for quick assistance, fall detection devices have become popular ways to lessen the impact of such events. During a fall, elderly people frequently scream or ask for assistance in their native tongue. A...

Ambili A. R., Thejas K. N., Karthik C et al. · 0 citations
Conference Aug 2026

A Lightweight Machine Learning Framework for Real-Time ASL and MSL Recognition

For the Deaf and Hard of Hearing (DHH) community, sign language identification is a crucial assistive technology that facilitates communication. Numerous studies have been conducted on American Sign Language, but greater focus is needed on local regional sign languages (MSL). This study emphasizes the importance of a c...

Ambili A. R., Joyal Jigi, Sreekanth S et al. · 0 citations
Conference Aug 2026

Harnessing XLSR for Spoken Language Identification in Indian Languages

Spoken Language Identification (SLID) is an important part of multilingual speech systems, especially in India, where Indo-Aryan and Dravidian languages exist alongside each other and have many phonetic similarities. These similarities, along with accent variation and limited labeled data, create challenges for traditi...

Aashlyn Joe, Adithya K. Rajan, Aida P. Shaju et al. · 0 citations

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