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Archiki Prasad's Projects

adapt icon adapt

Official code for the paper "ADaPT: As-Needed Decomposition and Planning with Language Models"

asr-accent-analysis icon asr-accent-analysis

Analysis and investigating the confounding effect of accents in end-to-end Automatic Speech Recognition models.

deepxi icon deepxi

Deep Xi: A Deep Learning Approach to A Priori SNR Estimation. Used for Speech Enhancement and robust ASR.

faithful-cot icon faithful-cot

Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".

gluecos icon gluecos

A benchmark for code-switched NLP, ACL 2020

grips icon grips

Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

robust-e2e-asr icon robust-e2e-asr

This repository contains the code for our upcoming paper An Investigation of End-to-End Models for Robust Speech Recognition at ICASSP 2021.

segan_pytorch icon segan_pytorch

Speech Enhancement Generative Adversarial Network in PyTorch

slag-belief-updating icon slag-belief-updating

Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"

xtreme icon xtreme

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.

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