Siddhant Arora

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 70

Top Topics

Language Understanding

Tensor Decomposition

Relational Databases

Top Venues

EMNLP (Findings)

Publications

Hayato Futami, Emiru Tsunoo, Yosuke Kashiwagi, Hiroaki Ogawa, Siddhant Arora, Shinji Watanabe
Phoneme-Aware Encoding for Prefix-Tree-Based Contextual ASR. ICASSP (2024)
Sonu Gupta, Geetika Gopi, Harish Balaji, Ellen Poplavska, Nora O'Toole, Siddhant Arora, Thomas B. Norton, Norman M. Sadeh, Shomir Wilson
Creation and Analysis of an International Corpus of Privacy Laws. LREC/COLING (2024)
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
On the Evaluation of Speech Foundation Models for Spoken Language Understanding. CoRR (2024)
Yosuke Kashiwagi, Hayato Futami, Emiru Tsunoo, Siddhant Arora, Shinji Watanabe
Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting. CoRR (2024)
Yifan Peng, Jinchuan Tian, William Chen, Siddhant Arora, Brian Yan, Yui Sudo, Muhammad Shakeel, Kwanghee Choi, Jiatong Shi, Xuankai Chang, Jee-weon Jung, Shinji Watanabe
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer. CoRR (2024)
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
On the Evaluation of Speech Foundation Models for Spoken Language Understanding. ACL (Findings) (2024)
Hayato Futami, Siddhant Arora, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model. CoRR (2024)
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
Dynamic-Superb: Towards a Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark For Speech. ICASSP (2024)
Siddhant Arora, George Saon, Shinji Watanabe, Brian Kingsbury
Semi-Autoregressive Streaming ASR with Label Context. ICASSP (2024)
Minsu Kim, Jee-weon Jung, Hyeongseop Rha, Soumi Maiti, Siddhant Arora, Xuankai Chang, Shinji Watanabe, Yong Man Ro
TMT: Tri-Modal Translation between Speech, Image, and Text by Processing Different Modalities as Different Languages. CoRR (2024)
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
Decoder-only Architecture for Streaming End-to-end Speech Recognition. CoRR (2024)
Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Karen Livescu, Shinji Watanabe
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions. NAACL-HLT (2024)
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition. CoRR (2023)
Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
Tensor decomposition for minimization of E2E SLU model toward on-device processing. INTERSPEECH (2023)
Roshan Sharma, Siddhant Arora, Kenneth Zheng, Shinji Watanabe, Rita Singh, Bhiksha Raj
BASS: Block-wise Adaptation for Speech Summarization. INTERSPEECH (2023)
Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge. CoRR (2023)
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition. INTERSPEECH (2023)
Siddhant Arora, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe
Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding. INTERSPEECH (2023)
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
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data. CoRR (2023)
Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. CoRR (2023)
Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe
A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge. CoRR (2023)
Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
The Pipeline System of ASR and NLU with MLM-based data Augmentation Toward Stop Low-Resource Challenge. ICASSP (2023)
Siddhant Arora, Hayato Futami, Emiru Tsunoo, Brian Yan, Shinji Watanabe
Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History. CoRR (2023)
Siddhant Arora, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe
Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding. CoRR (2023)
Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan S. Sharma, Wei-Lun Wu, Hung-yi Lee, Karen Livescu, Shinji Watanabe
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks. ACL (1) (2023)
Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
E-Branchformer-Based E2E SLU Toward Stop on-Device Challenge. ICASSP (2023)
Siddhant Arora, George Saon, Shinji Watanabe, Brian Kingsbury
Semi-Autoregressive Streaming ASR With Label Context. CoRR (2023)
Siddhant Arora, Hayato Futami, Emiru Tsunoo, Brian Yan, Shinji Watanabe
Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History. ICASSP (2023)
Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. INTERSPEECH (2023)
Brian Yan, Jiatong Shi, Soumi Maiti, William Chen, Xinjian Li, Yifan Peng, Siddhant Arora, Shinji Watanabe
CMU's IWSLT 2023 Simultaneous Speech Translation System. IWSLT@ACL (2023)
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
Decoder-only Architecture for Speech Recognition with CTC Prompts and Text Data Augmentation. CoRR (2023)
Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe
A Study on the Integration of Pipeline and E2E SLU Systems for Spoken Semantic Parsing Toward Stop Quality Challenge. ICASSP (2023)
Roshan S. Sharma, Kenneth Zheng, Siddhant Arora, Shinji Watanabe, Rita Singh, Bhiksha Raj
BASS: Block-wise Adaptation for Speech Summarization. CoRR (2023)
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
Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech. CoRR (2023)
Roshan S. Sharma, William Chen, Takatomo Kano, Ruchira Sharma, Siddhant Arora, Shinji Watanabe, Atsunori Ogawa, Marc Delcroix, Rita Singh, Bhiksha Raj
Espnet-Summ: Introducing a Novel Large Dataset, Toolkit, and a Cross-Corpora Evaluation of Speech Summarization Systems. ASRU (2023)
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
Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data. ASRU (2023)
Garima Gaur, Rajat Singh, Siddhant Arora, Vinayak Gupta, Srikanta Bedathur
Teaching Old DB Neu(ral) Tricks: Learning Embeddings on Multi-tabular Databases. COMAD/CODS (2023)
Hayato Futami, Emiru Tsunoo, Kentaro Shibata, Yosuke Kashiwagi, Takao Okuda, Siddhant Arora, Shinji Watanabe
Streaming Joint Speech Recognition and Disfluency Detection. ICASSP (2023)
Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
UniverSLU: Universal Spoken Language Understanding for Diverse Classification and Sequence Generation Tasks with a Single Network. CoRR (2023)
Hayato Futami, Emiru Tsunoo, Yosuke Kashiwagi, Hiroaki Ogawa, Siddhant Arora, Shinji Watanabe
Phoneme-aware Encoding for Prefix-tree-based Contextual ASR. CoRR (2023)
Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe
Two-Pass Low Latency End-to-End Spoken Language Understanding. INTERSPEECH (2022)
Sonu Gupta, Ellen Poplavska, Nora O'Toole, Siddhant Arora, Thomas B. Norton, Norman M. Sadeh, Shomir Wilson
Creation and Analysis of an International Corpus of Privacy Laws. CoRR (2022)
Yosuke Higuchi, Brian Yan, Siddhant Arora, Tetsuji Ogawa, Tetsunori Kobayashi, Shinji Watanabe
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model. CoRR (2022)
Keqi Deng, Shinji Watanabe, Jiatong Shi, Siddhant Arora
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation. INTERSPEECH (2022)
Keqi Deng, Shinji Watanabe, Jiatong Shi, Siddhant Arora
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation. CoRR (2022)
Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan Sharma, Wei-Lun Wu, Hung-Yi Lee, Karen Livescu, Shinji Watanabe
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks. CoRR (2022)
Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe
A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding. CoRR (2022)
Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe
A Study on the Integration of Pre-Trained SSL, ASR, LM and SLU Models for Spoken Language Understanding. SLT (2022)
Siddhant Arora, Henry Hosseini, Christine Utz, Vinayshekhar Bannihatti Kumar, Tristan Dhellemmes, Abhilasha Ravichander, Peter Story, Jasmine Mangat, Rex Chen, Martin Degeling, Thomas B. Norton, Thomas Hupperich, Shomir Wilson, Norman M. Sadeh
A Tale of Two Regulatory Regimes: Creation and Analysis of a Bilingual Privacy Policy Corpus. LREC (2022)
Siddhant Arora, Siddharth Dalmia, Pavel Denisov, Xuankai Chang, Yushi Ueda, Yifan Peng, Yuekai Zhang, Sujay Kumar, Karthik Ganesan, Brian Yan, Ngoc Thang Vu, Alan W. Black, Shinji Watanabe
ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet. ICASSP (2022)
Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe
Two-Pass Low Latency End-to-End Spoken Language Understanding. CoRR (2022)
Yosuke Higuchi, Brian Yan, Siddhant Arora, Tetsuji Ogawa, Tetsunori Kobayashi, Shinji Watanabe
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model. EMNLP (Findings) (2022)
Hayato Futami, Emiru Tsunoo, Kentaro Shibata, Yosuke Kashiwagi, Takao Okuda, Siddhant Arora, Shinji Watanabe
Streaming Joint Speech Recognition and Disfluency Detection. CoRR (2022)
Siddhant Arora, Siddharth Dalmia, Brian Yan, Florian Metze, Alan W. Black, Shinji Watanabe
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models. EMNLP (Findings) (2022)
Siddhant Arora, Siddharth Dalmia, Brian Yan, Florian Metze, Alan W. Black, Shinji Watanabe
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models. CoRR (2022)
Siddhant Arora, Danish Pruthi, Norman M. Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations. AAAI (2022)
Siddhant Arora, Alissa Ostapenko, Vijay Viswanathan, Siddharth Dalmia, Florian Metze, Shinji Watanabe, Alan W. Black
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding. Interspeech (2021)
Siddhant Arora, Vinayak Gupta, Garima Gaur, Srikanta Bedathur
BERT Meets Relational DB: Contextual Representations of Relational Databases. CoRR (2021)
Siddhant Arora, Danish Pruthi, Norman M. Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations. CoRR (2021)
Siddhant Arora, Alissa Ostapenko, Vijay Viswanathan, Siddharth Dalmia, Florian Metze, Shinji Watanabe, Alan W. Black
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding. CoRR (2021)
Siddhant Arora, Siddharth Dalmia, Pavel Denisov, Xuankai Chang, Yushi Ueda, Yifan Peng, Yuekai Zhang, Sujay Kumar, Karthik Ganesan, Brian Yan, Ngoc Thang Vu, Alan W. Black, Shinji Watanabe
ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet. CoRR (2021)
Andrew Yates, Siddhant Arora, Xinyu Zhang, Wei Yang, Kevin Martin Jose, Jimmy Lin
Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval. WSDM (2020)
Siddhant Arora, Srikanta Bedathur
On Embeddings in Relational Databases. CoRR (2020)
Siddhant Arora, Srikanta Bedathur, Maya Ramanath, Deepak Sharma
IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge. CoRR (2020)
Siddhant Arora, Srikanta Bedathur, Maya Ramanath, Deepak Sharma
IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge. AKBC (2020)
Siddhant Arora
A Survey on Graph Neural Networks for Knowledge Graph Completion. CoRR (2020)
Siddhant Arora, Andrew Yates
Investigating Retrieval Method Selection with Axiomatic Features. CoRR (2019)
Sopan Khosla, Siddhant Arora, Abhilash Nandy, Ankita Saxena, Anandhavelu Natarajan
Understanding Community Rivalry on Social Media: A Case Study of Two Footballing Giants. IUI Workshops (2019)
Siddhant Arora, Andrew Yates
Investigating Retrieval Method Selection with Axiomatic Features. AMIR@ECIR (2019)
Richa Sharma, Tejas Arya, Siddhant Arora, Arti Arya, Pooja Agarwal
A Naive Deep Nets Based Approach for Authenticating Viral Textual Content on Social Media. IntelliSys (2) (2018)