3 papers
cs.LG2025
Using LLMs for Late Multimodal Sensor Fusion for Activity Recognition
Ilker Demirel, Karan Thakkar, Benjamin Elizalde +7
Sensor data streams provide valuable information around activities and context for downstream applications, though integrating complementary information can be challenging. We show…
cs.SD2025
Voice Quality Dimensions as Interpretable Primitives for Speaking Style for Atypical Speech and Affect
Jaya Narain, Vasudha Kowtha, Colin Lea +8
Perceptual voice quality dimensions describe key characteristics of atypical speech and other speech modulations. Here we develop and evaluate voice quality models for seven voice…
cs.SD2023
Learning to Detect Novel and Fine-Grained Acoustic Sequences Using Pretrained Audio Representations
Vasudha Kowtha, Miquel Espi Marques, Jonathan Huang +2
This work investigates pretrained audio representations for few shot Sound Event Detection. We specifically address the task of few shot detection of novel acoustic sequences, or s…