Search Results for author: Anmol Gupta

Found 5 papers, 2 papers with code

Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks

1 code implementation ACL 2022 Tristan Thrush, Kushal Tirumala, Anmol Gupta, Max Bartolo, Pedro Rodriguez, Tariq Kane, William Gaviria Rojas, Peter Mattson, Adina Williams, Douwe Kiela

We introduce Dynatask: an open source system for setting up custom NLP tasks that aims to greatly lower the technical knowledge and effort required for hosting and evaluating state-of-the-art NLP models, as well as for conducting model in the loop data collection with crowdworkers.

Benchmarking

Efficacy of Transformer Networks for Classification of Raw EEG Data

no code implementations8 Feb 2022 Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy

Despite having achieved automated feature extraction in several other domains, deep learning has not yet been accomplished for EEG.

Age Classification Age Estimation +7

Multi-task Learning with Cross Attention for Keyword Spotting

no code implementations15 Jul 2021 Takuya Higuchi, Anmol Gupta, Chandra Dhir

In this approach, an output of an acoustic model is split into two branches for the two tasks, one for phoneme transcription trained with the ASR data and one for keyword classification trained with the KWS data.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

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