Roshan S. Sharma

According to our database, Roshan S. Sharma authored at least 23 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization?

Roshan S. Sharma, Suwon Shon, Mark Lindsey, Hira Dhamyal, Rita Singh, Bhiksha Raj

CoRR, 2024

AugSumm: towards generalizable speech summarization using synthetic labels from large language model.

Jee-weon Jung, Roshan S. Sharma, William Chen, Bhiksha Raj, Shinji Watanabe

CoRR, 2024

R-BASS : Relevance-aided Block-wise Adaptation for Speech Summarization.

Roshan Sharma, Ruchira Sharma, Hira Dhamyal, Rita Singh, Bhiksha Raj

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions.

Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Karen Livescu, Shinji Watanabe

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

AugSumm: Towards Generalizable Speech Summarization Using Synthetic Labels from Large Language Models.

Jee-Weon Jung, Roshan S. Sharma, William Chen, Bhiksha Raj, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2024

Dynamic-Superb: Towards a Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark For Speech.

Chien-Yu Huang, Ke-Han Lu, Shih-Heng Wang, Chi-Yuan Hsiao, Chun-Yi Kuan, Haibin Wu, Siddhant Arora, Kai-Wei Chang, Jiatong Shi, Yifan Peng, Roshan S. Sharma, Shinji Watanabe, Bhiksha Ramakrishnan, Shady Shehata, Hung-Yi Lee

Proceedings of the IEEE International Conference on Acoustics, 2024

Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study.

Xuankai Chang, Brian Yan, Kwanghee Choi, Jee-Weon Jung, Yichen Lu, Soumi Maiti, Roshan S. Sharma, Jiatong Shi, Jinchuan Tian, Shinji Watanabe, Yuya Fujita, Takashi Maekaku, Pengcheng Guo, Yao-Fei Cheng, Pavel Denisov, Kohei Saijo, Hsiu-Hsuan Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

On the Evaluation of Speech Foundation Models for Spoken Language Understanding.

Siddhant Arora, Ankita Pasad, Chung-Ming Chien, Jionghao Han, Roshan S. Sharma, Jee-weon Jung, Hira Dhamyal, William Chen, Suwon Shon, Hung-yi Lee, Karen Livescu, Shinji Watanabe

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization?

Roshan Sharma, Suwon Shon, Mark Lindsey, Hira Dhamyal, Bhiksha Raj

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model.

Muhammad Ahmed Shah, Roshan Sharma, Hira Dhamyal, Raphaël Olivier, Ankit Shah, Joseph Konan, Dareen Alharthi, Hazim T. Bukhari, Massa Baali, Soham Deshmukh, Michael Kuhlmann, Bhiksha Raj, Rita Singh

CoRR, 2023

UniverSLU: Universal Spoken Language Understanding for Diverse Classification and Sequence Generation Tasks with a Single Network.

Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe

CoRR, 2023

Evaluating Speech Synthesis by Training Recognizers on Synthetic Speech.

Dareen Alharthi, Roshan Sharma, Hira Dhamyal, Soumi Maiti, Bhiksha Raj, Rita Singh

CoRR, 2023

Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech.

Chien-yu Huang, Ke-Han Lu, Shih-Heng Wang, Chi-Yuan Hsiao, Chun-Yi Kuan, Haibin Wu, Siddhant Arora, Kai-Wei Chang, Jiatong Shi, Yifan Peng, Roshan S. Sharma, Shinji Watanabe, Bhiksha Ramakrishnan, Shady Shehata, Hung-yi Lee

CoRR, 2023

BASS: Block-wise Adaptation for Speech Summarization.

Roshan Sharma, Siddhant Arora, Kenneth Zheng, Shinji Watanabe, Rita Singh, Bhiksha Raj

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Speech Summarization of Long Spoken Document: Improving Memory Efficiency of Speech/Text Encoders.

Takatomo Kano, Atsunori Ogawa, Marc Delcroix, Roshan S. Sharma, Kohei Matsuura, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

Espnet-Summ: Introducing a Novel Large Dataset, Toolkit, and a Cross-Corpora Evaluation of Speech Summarization Systems.

Roshan S. Sharma, William Chen, Takatomo Kano, Ruchira Sharma, Siddhant Arora, Shinji Watanabe, Atsunori Ogawa, Marc Delcroix, Rita Singh, Bhiksha Raj

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data.

Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan S. Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-Weon Jung, Soumi Maiti, Shinji Watanabe

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks.

Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan S. Sharma, Wei-Lun Wu, Hung-yi Lee, Karen Livescu, Shinji Watanabe

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

XNOR-FORMER: Learning Accurate Approximations in Long Speech Transformers.

Roshan Sharma, Bhiksha Raj

CoRR, 2022

Unifying the Discrete and Continuous Emotion labels for Speech Emotion Recognition.

Roshan Sharma, Hira Dhamyal, Bhiksha Raj, Rita Singh

CoRR, 2022

Self-supervision and Learnable STRFs for Age, Emotion, and Country Prediction.

Roshan Sharma, Tyler Vuong, Mark Lindsey, Hira Dhamyal, Rita Singh, Bhiksha Raj

CoRR, 2022

Cross-utterance context for multimodal video transcription.

Roshan Sharma, Bhiksha Raj

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2020

A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization.

Graham Neubig, Shruti Rijhwani, Alexis Palmer, Jordan MacKenzie, Hilaria Cruz, Xinjian Li, Matthew Lee, Aditi Chaudhary, Luke Gessler, Steven Abney, Shirley Anugrah Hayati, Antonios Anastasopoulos, Olga Zamaraeva, Emily Prud'hommeaux, Jennette Child, Sara Child, Rebecca Knowles, Sarah R. Moeller, Jeffrey Micher, Yiyuan Li, Sydney Zink, Mengzhou Xia, Roshan S. Sharma, Patrick Littell

Proceedings of the 1st Joint Workshop on Spoken Language Technologies for Under-resourced languages and Collaboration and Computing for Under-Resourced Languages, 2020