Sreyan Ghosh

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 63

Top Topics

Speech Recognition

Top Venues

Publications

Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Reddy Evuru, S. Ramaneswaran, Sakshi Singh, Dinesh Manocha
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. CoRR (2024)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Oriol Nieto, Zeyu Jin, Dinesh Manocha
VDGD: Mitigating LVLM Hallucinations in Cognitive Prompts by Bridging the Visual Perception Gap. CoRR (2024)
Sreyan Ghosh, Sonal Kumar, Ashish Seth, Chandra Kiran Reddy Evuru, Utkarsh Tyagi, Sakshi Singh, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. CoRR (2024)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramaneswaran S., S. Sakshi, Dinesh Manocha
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. ACL (1) (2024)
Ashish Seth, Sreyan Ghosh, Srinivasan Umesh, Dinesh Manocha
Stable Distillation: Regularizing Continued Pre-Training for Low-Resource Automatic Speech Recognition. ICASSP (2024)
Sonal Kumar, Sreyan Ghosh, Sakshi Singh, Utkarsh Tyagi, Dinesh Manocha
Do Vision-Language Models Understand Compound Nouns? CoRR (2024)
Chandra Kiran Reddy Evuru, Sreyan Ghosh, Sonal Kumar, Ramaneswaran S., Utkarsh Tyagi, Dinesh Manocha
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. CoRR (2024)
Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha
Recap: Retrieval-Augmented Audio Captioning. ICASSP (2024)
Sreyan Ghosh, Sonal Kumar, Ashish Seth, Purva Chiniya, Utkarsh Tyagi, Ramani Duraiswami, Dinesh Manocha
LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition. CoRR (2024)
Ashish Seth, Sreyan Ghosh, Srinivasan Umesh, Dinesh Manocha
FusDom: Combining in-Domain and Out-of-Domain Knowledge for Continuous Self-Supervised Learning. ICASSP (2024)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S, Deepali Aneja, Zeyu Jin, Ramani Duraiswami, Dinesh Manocha
A Closer Look at the Limitations of Instruction Tuning. CoRR (2024)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, S. Sakshi, Sanjoy Chowdhury, Dinesh Manocha
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations. ACL (Findings) (2024)
Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Reddy Evuru, Ramaneswaran S., Sakshi Singh, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. ICLR (2024)
Sanjoy Chowdhury, Sreyan Ghosh, Subhrajyoti Dasgupta, Anton Ratnarajah, Utkarsh Tyagi, Dinesh Manocha
AdVerb: Visually Guided Audio Dereverberation. CoRR (2023)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha
DALE: Generative Data Augmentation for Low-Resource Legal NLP. CoRR (2023)
Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha
RECAP: Retrieval-Augmented Audio Captioning. CoRR (2023)
Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. EMNLP (2023)
Sreyan Ghosh, Utkarsh Tyagi, S. Ramaneswaran, Harshvardhan Srivastava, Dinesh Manocha
MMER: Multimodal Multi-task Learning for Speech Emotion Recognition. INTERSPEECH (2023)
Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Reddy Evuru, Ramaneswaran S, S. Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. CoRR (2023)
Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S, Dinesh Manocha
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. ACL (1) (2023)
Sreyan Ghosh, Ashish Seth, Srinivasan Umesh, Dinesh Manocha
MAST: Multiscale Audio Spectrogram Transformers. ICASSP (2023)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha
DALE: Generative Data Augmentation for Low-Resource Legal NLP. EMNLP (2023)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. SIGIR (2023)
Vasista Sai Lodagala, Sreyan Ghosh, Srinivasan Umesh
Data2vec-Aqc: Search for the Right Teaching Assistant in the Teacher-Student Training Setup. ICASSP (2023)
Ashish Seth, Sreyan Ghosh, Srinivasan Umesh, Dinesh Manocha
SLICER: Learning Universal Audio Representations Using Low-Resource Self-Supervised Pre-Training. ICASSP (2023)
Ashish Seth, Sreyan Ghosh, Srinivasan Umesh, Dinesh Manocha
FusDom: Combining In-Domain and Out-of-Domain Knowledge for Continuous Self-Supervised Learning. CoRR (2023)
Ashish Seth, Sreyan Ghosh, Srinivasan Umesh, Dinesh Manocha
Unfused: Unsupervised Finetuning Using Self Supervised Distillation. ICASSP Workshops (2023)
Ashish Seth, Sreyan Ghosh, Srinivasan Umesh, Dinesh Manocha
Stable Distillation: Regularizing Continued Pre-training for Low-Resource Automatic Speech Recognition. CoRR (2023)
Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. CoRR (2023)
Anton Ratnarajah, Sreyan Ghosh, Sonal Kumar, Purva Chiniya, Dinesh Manocha
AV-RIR: Audio-Visual Room Impulse Response Estimation. CoRR (2023)
Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S, Dinesh Manocha
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. CoRR (2023)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. CoRR (2023)
Sanjoy Chowdhury, Sreyan Ghosh, Subhrajyoti Dasgupta, Anton Ratnarajah, Utkarsh Tyagi, Dinesh Manocha
AdVerb: Visually Guided Audio Dereverberation. ICCV (2023)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Sakshi Singh, Sanjoy Chowdhury, Dinesh Manocha
ASPIRE: Language-Guided Augmentation for Robust Image Classification. CoRR (2023)
Ashish Seth, Sreyan Ghosh, S. Umesh, Dinesh Manocha
UNFUSED: UNsupervised Finetuning Using SElf supervised Distillation. CoRR (2023)
Lodagala V. S. V. Durga Prasad, Sreyan Ghosh, Srinivasan Umesh
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations. CoRR (2022)
Lodagala Durga Prasad, Ashish Seth, Sreyan Ghosh, Srinivasan Umesh
Analyzing the factors affecting usefulness of Self-Supervised Pre-trained Representations for Speech Recognition. CoRR (2022)
Sreyan Ghosh, Harshvardhan Srivastava, Srinivasan Umesh
A Discourse Aware Sequence Learning Approach for Emotion Recognition in Conversations. CoRR (2022)
Vasista Sai Lodagala, Sreyan Ghosh, Srinivasan Umesh
CCC-WAV2VEC 2.0: Clustering AIDED Cross Contrastive Self-Supervised Learning of Speech Representations. SLT (2022)
Ramaneswaran S, Sean Benhur, Sreyan Ghosh
Span Extraction Aided Improved Code-mixed Sentiment Classification. W-NUT@COLING (2022)
Sreyan Ghosh, Ashish Seth, Srinivasan Umesh
DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning. CoRR (2022)
Vasista Sai Lodagala, Sreyan Ghosh, Srinivasan Umesh
CCC-wav2vec 2.0: Clustering aided Cross Contrastive Self-supervised learning of speech representations. CoRR (2022)
Vasista Sai Lodagala, Sreyan Ghosh, Srinivasan Umesh
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations. SLT (2022)
Vasista Sai Lodagala, Sreyan Ghosh, Srinivasan Umesh
data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup. CoRR (2022)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Manan Suri, Rajiv Ratn Shah
A novel multimodal dynamic fusion network for disfluency detection in spoken utterances. CoRR (2022)
Sreyan Ghosh, Samden Lepcha, S. Sakshi, Rajiv Ratn Shah, Srinivasan Umesh
DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances. INTERSPEECH (2022)
Ashish Seth, Sreyan Ghosh, S. Umesh, Dinesh Manocha
SLICER: Learning universal audio representations using low-resource self-supervised pre-training. CoRR (2022)
Harshvardhan Srivastava, Sreyan Ghosh, Srinivasan Umesh
MMER: Multimodal Multi-task learning for Emotion Recognition in Spoken Utterances. CoRR (2022)
Sreyan Ghosh, Sonal Kumar, Yaman Kumar Singla, Rajiv Ratn Shah, Srinivasan Umesh
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances. CoRR (2022)
Sreyan Ghosh, Sonal Kumar, Yaman Kumar, Rajiv Ratn Shah, Srinivasan Umesh
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances. INTERSPEECH (2022)
Sreyan Ghosh, Ashish Seth, S. Umesh, Dinesh Manocha
MAST: Multiscale Audio Spectrogram Transformers. CoRR (2022)
Sreyan Ghosh, Ashish Seth, Srinivasan Umesh
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Sreyan Ghosh, Sonal Kumar
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments. CoRR (2021)
Sreyan Ghosh, Samden Lepcha, S. Sakshi, Rajiv Ratn Shah
Speech Toxicity Analysis: A New Spoken Language Processing Task. CoRR (2021)
Sreyan Ghosh, Sandesh V. Katta, Ashish Seth, Srinivasan Umesh
Deep Clustering For General-Purpose Audio Representations. CoRR (2021)
Zaki Mustafa Farooqi, Sreyan Ghosh, Rajiv Ratn Shah
Leveraging Transformers for Hate Speech Detection in Conversational Code-Mixed Tweets. FIRE (Working Notes) (2021)
Zaki Mustafa Farooqi, Sreyan Ghosh, Rajiv Ratn Shah
Leveraging Transformers for Hate Speech Detection in Conversational Code-Mixed Tweets. CoRR (2021)
Sreyan Ghosh, Sonal Kumar, Harsh Jalan, Hemant Yadav, Rajiv Ratn Shah
Cisco at AAAI-CAD21 shared task: Predicting Emphasis in Presentation Slides using Contextualised Embeddings. CoRR (2021)
Sreyan Ghosh, Sonal Kumar
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments. SemEval@ACL/IJCNLP (2021)
Hemant Yadav, Sreyan Ghosh, Yi Yu, Rajiv Ratn Shah
End-to-end Named Entity Recognition from English Speech. CoRR (2020)
Hemant Yadav, Sreyan Ghosh, Yi Yu, Rajiv Ratn Shah
End-to-End Named Entity Recognition from English Speech. INTERSPEECH (2020)
Marcel Penz, Sreyan Ghosh
Embodied Material Guidance: Augmenting Material for Carving. FMT (2016)
Sudip Pan, Diego Moreno, Sreyan Ghosh, Pratim Kumar Chattaraj, Gabriel Merino
Structure and stability of noble gas bound EX3+ compounds (E = C, Ge, Sn, Pb; X = H, F, Cl, Br). J. Comput. Chem. 37 (2) (2016)