Discover @Sreyan88 Open Source projects

Sreyan Ghosh (@Sreyan88)

Sreyan88

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Registered almost 7 years ago
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Python
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Location 🇺🇸 United States
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MMER

Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition

GAMA

Code for the paper: GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

LAPE

A unified framework for Low-resource Audio Processing and Evaluation (SSL Pre-training and Downstream Fine-tuning)

Fatigue-Detection-using-Deep-Learning

This is a project based on a research paper to detect fatigue levels of a person through a photograph.

ACLM

Code for ACL 2023 Paper: ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER

Disfluency-Detection-with-Span-Classification

This repository contains the implementation of the paper: "Span Classification with Structured Information for Disfluency Detection in Spoken Utterances"

CompA

Code for ICLR 2024 Paper: CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models

Toxicity-Detection-in-Spoken-Utterances

This repository contains the code for the paper: "DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances"

Jupyter Notebook

LipGER

Code for InterSpeech 2024 Paper: LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition

DALE

Code for EMNLP 2023 paper: DALE: Generative Data Augmentation for Low-Resource Legal NLP

RECAP

Code for ICASSP 2024 Paper: RECAP: Retrieval-Augmented Audio Captioning

AdVerb-dereverb

Indic-ASR

Repository for pre-trained wav2vec 2.0 models on 7 Indian languages

BioAug

Code for SIGIR 2023 paper: BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER

GRU-LSTM-CAPSULE-Approach-to-Text-Classification

Jupyter Notebook

DiscLSTM

This repository contains code for the paper: "A Discourse Aware Sequence Learning Approach for Emotion Recognition in Conversations"

SemEval-2021-Toxic-Spans-Detection

This repository contains code for the paper: Cisco at SemEval-2021 Task 5: What’s Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments

Jupyter Notebook

Quora-Insincere-Classification-Bronze-Medal-Approach

This repository contains my approach to Quora Insincere Questions Classification Competition hosted on Kaggle

Jupyter Notebook

adverb

Christ-University-Annual-Datathon-1st-place-approach

Jupyter Notebook

Two-Sigma-Stock-Market-Prediction-Kaggle-

Jupyter Notebook

Movie-Recommendation-Engine

Jupyter Notebook

CoDa

Code for NAACL 2024 (Findings) Paper: CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP

Audio-QFormer

ABEX

Code for ACL 2024 paper -- ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions