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Ayush Garg

2 accepted papers

2025

Grounded, or a Good Guesser? A Per-Question Balanced Dataset to Separate Blind from Grounded Models for Embodied Question Answering

ACL 2025short

Embodied question answering (EQA) means using *perception of* and *action in* an environment to answer natural language questions about that environment. However, previous work has demonstrated that blind language models (which do not incorporate perception, but predict an answer based solely on the…

2022

Speech Recognition Using Biologically-Inspired Neural Networks

ICASSP 2022accepted

Automatic speech recognition systems (ASR), such as the recurrent neural network transducer (RNN-T), have reached close to human-like performance and are deployed in commercial applications. However, their core operations depart from the powerful biological counterpart, the human brain. On the other…

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