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09/18/2023
RECAP: Retrieval-Augmented Audio Captioning
We present RECAP (REtrieval-Augmented Audio CAPtioning), a novel and eff...
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08/23/2023
AdVerb: Visually Guided Audio Dereverberation
We present AdVerb, a novel audio-visual dereverberation framework that u...
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08/19/2023
ASPIRE: Language-Guided Augmentation for Robust Image Classification
Neural image classifiers can often learn to make predictions by overly r...
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06/01/2023
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER
Complex Named Entity Recognition (NER) is the task of detecting linguist...
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05/18/2023
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER
Biomedical Named Entity Recognition (BioNER) is the fundamental task of ...
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03/10/2023
UNFUSED: UNsupervised Finetuning Using SElf supervised Distillation
In this paper, we introduce UnFuSeD, a novel approach to leverage self-s...
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03/02/2023
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network
The tremendous growth of social media users interacting in online conver...
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11/27/2022
A novel multimodal dynamic fusion network for disfluency detection in spoken utterances
Disfluency, though originating from human spoken utterances, is primaril...
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11/02/2022
SLICER: Learning universal audio representations using low-resource self-supervised pre-training
We present a new Self-Supervised Learning (SSL) approach to pre-train en...
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11/02/2022
MAST: Multiscale Audio Spectrogram Transformers
We present Multiscale Audio Spectrogram Transformer (MAST) for audio cla...
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11/02/2022
data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup
In this paper, we propose a new Self-Supervised Learning (SSL) algorithm...
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10/05/2022
CCC-wav2vec 2.0: Clustering aided Cross Contrastive Self-supervised learning of speech representations
While Self-Supervised Learning has helped reap the benefit of the scale ...
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03/31/2022
Analyzing the factors affecting usefulness of Self-Supervised Pre-trained Representations for Speech Recognition
Self-supervised learning (SSL) to learn high-level speech representation...
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03/31/2022
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations
While self-supervised speech representation learning (SSL) models serve ...
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03/31/2022
A Discourse Aware Sequence Learning Approach for Emotion Recognition in Conversations
The expression of emotions is a crucial part of daily human communicatio...
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03/31/2022
MMER: Multimodal Multi-task learning for Emotion Recognition in Spoken Utterances
Emotion Recognition (ER) aims to classify human utterances into differen...
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03/30/2022
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances
Existing approaches in disfluency detection focus on solving a token-lev...
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03/25/2022
DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning
Inspired by the recent progress in self-supervised learning for computer...
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12/18/2021
Leveraging Transformers for Hate Speech Detection in Conversational Code-Mixed Tweets
In the current era of the internet, where social media platforms are eas...
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10/17/2021
Deep Clustering For General-Purpose Audio Representations
We introduce DECAR, a self-supervised pre-training approach for learning...
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10/14/2021
Speech Toxicity Analysis: A New Spoken Language Processing Task
Toxic speech, also known as hate speech, is regarded as one of the cruci...
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05/28/2021
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments
Social network platforms are generally used to share positive, construct...
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01/10/2021
Cisco at AAAI-CAD21 shared task: Predicting Emphasis in Presentation Slides using Contextualised Embeddings
This paper describes our proposed system for the AAAI-CAD21 shared task:...
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05/22/2020