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Comprehensive Audio Query Handling System with Integrated Expert Models and Contextual Understanding
Vakada Naveen, Arvind Krishna Sridhar, Yinyi Guo +1
This paper presents a comprehensive chatbot system designed to handle a wide range of audio-related queries by integrating multiple specialized audio processing models. The propose…
Resource-Efficient Reference-Free Evaluation of Audio Captions
Rehana Mahfuz, Yinyi Guo, Erik Visser
To establish the trustworthiness of systems that automatically generate text captions for audio, images and video, existing reference-free metrics rely on large pretrained models w…
Enhancing Temporal Understanding in Audio Question Answering for Large Audio Language Models
Arvind Krishna Sridhar, Yinyi Guo, Erik Visser
The Audio Question Answering (AQA) task includes audio event classification, audio captioning, and open-ended reasoning. Recently, AQA has garnered attention due to the advent of L…