Search Results for author: Rishika Agarwal

Found 2 papers, 0 papers with code

EELBERT: Tiny Models through Dynamic Embeddings

no code implementations31 Oct 2023 Gabrielle Cohn, Rishika Agarwal, Deepanshu Gupta, Siddharth Patwardhan

We introduce EELBERT, an approach for compression of transformer-based models (e. g., BERT), with minimal impact on the accuracy of downstream tasks.

Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation

no code implementations18 Aug 2020 Rishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar, Devang Naik

In this paper, we propose a novel solution to the FTM problem by introducing a parallel ASR decoding process with a special language model trained from "out-of-domain" data sources.

Language Modelling

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