Siddhant Arora

114 papers A* 3A 18B 1C 5Misc 10Journal 60Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bagpiper: Solving Open-Ended Audio Tasks via Rich Captions.
CoRR
Jinchuan Tian, Haoran Wang, Bo-Hao Su, Chien-yu Huang, Qingzheng Wang, Jiatong Shi, William Chen, Xun Gong, Siddhant Arora, Chin-Jou Li, Masao Someki, Takashi Maekaku, Keita Goto, Yusuke Shinohara, Jin Sakuma, Chao-Han Huck Yang, Shinji Watanabe
2026 J jnl
Optimizing Conversational Quality in Spoken Dialogue Systems with Reinforcement Learning from AI Feedback.
CoRR
Siddhant Arora, Jinchuan Tian, Jiatong Shi, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
2026 J jnl
TMT: Tri-Modal Translation Between Speech, Image, and Text by Processing Different Modalities as Different Languages.
IEEE Trans. Multim.
Minsu Kim, Jee-weon Jung, Hyeongseop Rha, Soumi Maiti, Siddhant Arora, Xuankai Chang, Shinji Watanabe, Yong Man Ro
2026 J jnl
WearVox: An Egocentric Multichannel Voice Assistant Benchmark for Wearables.
CoRR
Zhaojiang Lin, Yong Xu, Kai Sun, Jing Zheng, Yin Huang, Surya Teja Appini, Krish Narang, Renjie Tao, Ishan Kapil Jain, Siddhant Arora, Ruizhi Li, Yiteng Huang, Kaushik Patnaik, Wenfang Xu, Suwon Shon, Yue Liu, Ahmed Aly, Anuj Kumar, Florian Metze, Xin Luna Dong
2025 J jnl
ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation.
CoRR
Jiatong Shi, Yifan Cheng, Bo-Hao Su, Hye-jin Shim, Jinchuan Tian, Samuele Cornell, Yiwen Zhao, Siddhant Arora, Shinji Watanabe
2025 C conf
AURA: Agent for Understanding, Reasoning, and Automated Tool Use in Voice-Driven Tasks.
ASRU
Leander Melroy Maben, Gayathri Ganesh Lakshmy, Srijith Radhakrishnan, Siddhant Arora, Shinji Watanabe
2025 J jnl
AURA: Agent for Understanding, Reasoning, and Automated Tool Use in Voice-Driven Tasks.
CoRR
Leander Melroy Maben, Gayathri Ganesh Lakshmy, Srijith Radhakrishnan, Siddhant Arora, Shinji Watanabe
2025 J jnl
BLAB: Brutally Long Audio Bench.
CoRR
Orevaoghene Ahia, Martijn Bartelds, Kabir Ahuja, Hila Gonen, Valentin Hofmann, Siddhant Arora, Shuyue Stella Li, Vishal Puttagunta, Mofetoluwa Adeyemi, Charishma Buchireddy, Ben Walls, Noah Bennett, Shinji Watanabe, Noah A. Smith, Yulia Tsvetkov, Sachin Kumar
2025 J jnl
Benchmarking Training Paradigms, Dataset Composition, and Model Scaling for Child ASR in ESPnet.
CoRR
Anyu Ying, Natarajan Balaji Shankar, Chyi-Jiunn Lin, Mohan Shi, Pu Wang, Hye-jin Shim, Siddhant Arora, Hugo Van hamme, Abeer Alwan, Shinji Watanabe
2025 J jnl
Chain-of-Thought Reasoning in Streaming Full-Duplex End-to-End Spoken Dialogue Systems.
CoRR
Siddhant Arora, Jinchuan Tian, Hayato Futami, Jiatong Shi, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
2025 A conf
Chain-of-Thought Training for Open E2E Spoken Dialogue Systems.
INTERSPEECH
Siddhant Arora, Jinchuan Tian, Hayato Futami, Jee-weon Jung, Jiatong Shi, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
2025 J jnl
Chain-of-Thought Training for Open E2E Spoken Dialogue Systems.
CoRR
Siddhant Arora, Jinchuan Tian, Hayato Futami, Jee-weon Jung, Jiatong Shi, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
2025 A* conf
Context-aware Dynamic Pruning for Speech Foundation Models.
ICLR
Masao Someki, Yifan Peng, Siddhant Arora, Markus Müller, Athanasios Mouchtaris, Grant P. Strimel, Jing Liu, Shinji Watanabe
2025 — conf
ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue Systems.
NAACL (System Demonstrations)
Siddhant Arora, Yifan Peng, Jiatong Shi, Jinchuan Tian, William Chen, Shikhar Bharadwaj, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Shuichiro Shimizu, Vaibhav Srivastav, Shinji Watanabe
2025 J jnl
ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue Systems.
CoRR
Siddhant Arora, Yifan Peng, Jiatong Shi, Jinchuan Tian, William Chen, Shikhar Bharadwaj, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Shuichiro Shimizu, Vaibhav Srivastav, Shinji Watanabe
2025 — conf
ESPnet-SpeechLM: An Open Speech Language Model Toolkit.
NAACL (System Demonstrations)
Jinchuan Tian, Jiatong Shi, William Chen, Siddhant Arora, Yoshiki Masuyama, Takashi Maekaku, Yihan Wu, Junyi Peng, Shikhar Bharadwaj, Yiwen Zhao, Samuele Cornell, Yifan Peng, Xiang Yue, Chao-Han Huck Yang, Graham Neubig, Shinji Watanabe
2025 J jnl
ESPnet-SpeechLM: An Open Speech Language Model Toolkit.
CoRR
Jinchuan Tian, Jiatong Shi, William Chen, Siddhant Arora, Yoshiki Masuyama, Takashi Maekaku, Yihan Wu, Junyi Peng, Shikhar Bharadwaj, Yiwen Zhao, Samuele Cornell, Yifan Peng, Xiang Yue, Chao-Han Huck Yang, Graham Neubig, Shinji Watanabe
2025 J jnl
Enhanced urban driving scene segmentation using modified UNet with residual convolutions and attention guided skip connections.
Discov. Artif. Intell.
Siddhant Arora, Ahaan Banerjee, Nitish Katal
2025 Misc conf
Hypothesis Clustering and Merging: Novel MultiTalker Speech Recognition with Speaker Tokens.
ICASSP
Yosuke Kashiwagi, Hayato Futami, Emiru Tsunoo, Siddhant Arora, Shinji Watanabe
2025 J jnl
On The Landscape of Spoken Language Models: A Comprehensive Survey.
CoRR
Siddhant Arora, Kai-Wei Chang, Chung-Ming Chien, Yifan Peng, Haibin Wu, Yossi Adi, Emmanuel Dupoux, Hung-yi Lee, Karen Livescu, Shinji Watanabe
2025 J jnl
On The Landscape of Spoken Language Models: A Comprehensive Survey.
Trans. Mach. Learn. Res.
Siddhant Arora, Kai-Wei Chang, Chung-Ming Chien, Yifan Peng, Haibin Wu, Yossi Adi, Emmanuel Dupoux, Hung-yi Lee, Karen Livescu, Shinji Watanabe
2025 A conf
OpusLM: A Family of Open Unified Speech Language Models.
INTERSPEECH
Jinchuan Tian, William Chen, Yifan Peng, Jiatong Shi, Siddhant Arora, Shikhar Bharadwaj, Takashi Maekaku, Yusuke Shinohara, Keita Goto, Xiang Yue, Huck Yang, Shinji Watanabe
2025 J jnl
OpusLM: A Family of Open Unified Speech Language Models.
CoRR
Jinchuan Tian, William Chen, Yifan Peng, Jiatong Shi, Siddhant Arora, Shikhar Bharadwaj, Takashi Maekaku, Yusuke Shinohara, Keita Goto, Xiang Yue, Huck Yang, Shinji Watanabe
2025 A conf
Scalable Spontaneous Speech Dataset (SSSD): Crowdsourcing Data Collection to Promote Dialogue Research.
INTERSPEECH
Zaid Sheikh, Shuichiro Shimizu, Siddhant Arora, Jiatong Shi, Samuele Cornell, Xinjian Li, Shinji Watanabe
2025 A conf
Scheduled Interleaved Speech-Text Training for Speech-to-Speech Translation with LLMs.
INTERSPEECH
Hayato Futami, Emiru Tsunoo, Yosuke Kashiwagi, Yuki Ito, Hassan Shahmohammadi, Siddhant Arora, Shinji Watanabe
2025 J jnl
Scheduled Interleaved Speech-Text Training for Speech-to-Speech Translation with LLMs.
CoRR
Hayato Futami, Emiru Tsunoo, Yosuke Kashiwagi, Yuki Ito, Hassan Shahmohammadi, Siddhant Arora, Shinji Watanabe
2025 C conf
Spiralformer: Low Latency Encoder for Streaming Speech Recognition with Circular Layer Skipping and Early Exiting.
ASRU
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
2025 J jnl
Spiralformer: Low Latency Encoder for Streaming Speech Recognition with Circular Layer Skipping and Early Exiting.
CoRR
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
2025 J jnl
Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage.
CoRR
Siddhant Arora, Haidar Khan, Kai Sun, Xin Luna Dong, Sajal Choudhary, Seungwhan Moon, Xinyuan Zhang, Adithya Sagar, Surya Teja Appini, Kaushik Patnaik, Sanat Sharma, Shinji Watanabe, Anuj Kumar, Ahmed Aly, Yue Liu, Florian Metze, Zhaojiang Lin
2025 A* conf
Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics.
ICLR
Siddhant Arora, Zhiyun Lu, Chung-Cheng Chiu, Ruoming Pang, Shinji Watanabe
2025 J jnl
Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics.
CoRR
Siddhant Arora, Zhiyun Lu, Chung-Cheng Chiu, Ruoming Pang, Shinji Watanabe
2025 C conf
VERSA-v2: A Modular and Scalable Toolkit for Speech and Audio Evaluation with Expanded Metrics, Visualization, and LLM Integration.
ASRU
Jiatong Shi, Bo-Hao Su, Shikhar Bharadwaj, Yiwen Zhao, Shih-Heng Wang, Jionghao Hang, Haoran Wang, Wei Wang, Wenhao Feng, Yuxun Tang, Nezih Topaloglu, Siddhant Arora, Jinchuan Tian, William Chen, Hye-jin Shim, Wangyou Zhang, Wen-Chin Huang, Shinji Watanabe
2025 — conf
VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music.
NAACL (System Demonstrations)
Jiatong Shi, Hye-jin Shim, Jinchuan Tian, Siddhant Arora, Haibin Wu, Darius Petermann, Jia Qi Yip, You Zhang, Yuxun Tang, Wangyou Zhang, Dareen Alharthi, Yichen Huang, Koichi Saito, Jionghao Han, Yiwen Zhao, Chris Donahue, Shinji Watanabe
2024 — conf
Creation and Analysis of an International Corpus of Privacy Laws.
LREC/COLING
Sonu Gupta, Geetika Gopi, Harish Balaji, Ellen Poplavska, Nora O'Toole, Siddhant Arora, Thomas B. Norton, Norman M. Sadeh, Shomir Wilson
2024 A conf
Decoder-only Architecture for Streaming End-to-end Speech Recognition.
INTERSPEECH
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
2024 J jnl
Decoder-only Architecture for Streaming End-to-end Speech Recognition.
CoRR
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
2024 J jnl
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks.
CoRR
Chien-yu Huang, Wei-Chih Chen, Shu-Wen Yang, Andy T. Liu, Chen-An Li, Yu-Xiang Lin, Wei-Cheng Tseng, Anuj Diwan, Yi-Jen Shih, Jiatong Shi, William Chen, Xuanjun Chen, Chi-Yuan Hsiao, Puyuan Peng, Shih-Heng Wang, Chun-Yi Kuan, Ke-Han Lu, Kai-Wei Chang, Chih-Kai Yang, Fabian Ritter Gutierrez, Ming To Chuang, Kuan-Po Huang, Siddhant Arora, You-Kuan Lin, Eunjung Yeo, Kalvin Chang, Chung-Ming Chien, Kwanghee Choi, Cheng-Hsiu Hsieh, Yi-Cheng Lin, Chee-En Yu, I-Hsiang Chiu, Heitor R. Guimarães, Jionghao Han, Tzu-Quan Lin, Tzu-Yuan Lin, Homu Chang, Ting-Wu Chang, Chun Wei Chen, Shou-Jen Chen, Yu-Hua Chen, Hsi-Chun Cheng, Kunal Dhawan, Jia-Lin Fang, Shi-Xin Fang, Kuan-Yu Fang Chiang, Chi An Fu, Hsien-Fu Hsiao, Ching Yu Hsu, Shao-Syuan Huang, Lee Chen Wei, Hsi-Che Lin, Hsuan-Hao Lin, Hsuan-Ting Lin, Jian-Ren Lin, Ting-Chun Liu, Li-Chun Lu, Tsung-Min Pai, Ankita Pasad, Shih-Yun Shan Kuan, Suwon Shon, Yuxun Tang, Yun-Shao Tsai, Jui-Chiang Wei, Tzu-Chieh Wei, Chengxi Wu, Dien-Ruei Wu, Chao-Han Huck Yang, Chieh-Chi Yang, Jia Qi Yip, Shao-Xiang Yuan, Vahid Noroozi, Zhehuai Chen, Haibin Wu, Karen Livescu, David Harwath, Shinji Watanabe, Hung-yi Lee
2024 Misc conf
Dynamic-Superb: Towards a Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark For Speech.
ICASSP
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
2024 — conf
ESPnet-EZ: Python-Only ESPnet For Easy Fine-Tuning And Integration.
SLT
Masao Someki, Kwanghee Choi, Siddhant Arora, William Chen, Samuele Cornell, Jionghao Han, Yifan Peng, Jiatong Shi, Vaibhav Srivastav, Shinji Watanabe
2024 J jnl
ESPnet-EZ: Python-only ESPnet for Easy Fine-tuning and Integration.
CoRR
Masao Someki, Kwanghee Choi, Siddhant Arora, William Chen, Samuele Cornell, Jionghao Han, Yifan Peng, Jiatong Shi, Vaibhav Srivastav, Shinji Watanabe
2024 A conf
Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model.
INTERSPEECH
Hayato Futami, Siddhant Arora, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
2024 J jnl
Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model.
CoRR
Hayato Futami, Siddhant Arora, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
2024 J jnl
Hypothesis Clustering and Merging: Novel MultiTalker Speech Recognition with Speaker Tokens.
CoRR
Yosuke Kashiwagi, Hayato Futami, Emiru Tsunoo, Siddhant Arora, Shinji Watanabe
2024 A conf
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer.
INTERSPEECH
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
2024 J jnl
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer.
CoRR
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
2024 — conf
On the Evaluation of Speech Foundation Models for Spoken Language Understanding.
ACL (Findings)
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
2024 J jnl
On the Evaluation of Speech Foundation Models for Spoken Language Understanding.
CoRR
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
2024 Misc conf
Phoneme-Aware Encoding for Prefix-Tree-Based Contextual ASR.
ICASSP
Hayato Futami, Emiru Tsunoo, Yosuke Kashiwagi, Hiroaki Ogawa, Siddhant Arora, Shinji Watanabe
2024 A conf
Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting.
INTERSPEECH
Yosuke Kashiwagi, Hayato Futami, Emiru Tsunoo, Siddhant Arora, Shinji Watanabe
2024 J jnl
Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting.
CoRR
Yosuke Kashiwagi, Hayato Futami, Emiru Tsunoo, Siddhant Arora, Shinji Watanabe
2024 Misc conf
Semi-Autoregressive Streaming ASR with Label Context.
ICASSP
Siddhant Arora, George Saon, Shinji Watanabe, Brian Kingsbury
2024 J jnl
TMT: Tri-Modal Translation between Speech, Image, and Text by Processing Different Modalities as Different Languages.
CoRR
Minsu Kim, Jee-weon Jung, Hyeongseop Rha, Soumi Maiti, Siddhant Arora, Xuankai Chang, Shinji Watanabe, Yong Man Ro
2024 J jnl
Task Arithmetic for Language Expansion in Speech Translation.
CoRR
Yao-Fei Cheng, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Wen Shen Teo, Siddhant Arora, Shinji Watanabe
2024 A conf
To what extent can ASV systems naturally defend against spoofing attacks?
INTERSPEECH
Jee-weon Jung, Xin Wang, Nicholas W. D. Evans, Shinji Watanabe, Hye-jin Shim, Hemlata Tak, Siddhant Arora, Junichi Yamagishi, Joon Son Chung
2024 — conf
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions.
NAACL-HLT
Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Karen Livescu, Shinji Watanabe
2024 J jnl
VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music.
CoRR
Jiatong Shi, Hye-jin Shim, Jinchuan Tian, Siddhant Arora, Haibin Wu, Darius Petermann, Jia Qi Yip, You Zhang, Yuxun Tang, Wangyou Zhang, Dareen Alharthi, Yichen Huang, Koichi Saito, Jionghao Han, Yiwen Zhao, Chris Donahue, Shinji Watanabe
2023 A conf
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks.
INTERSPEECH
Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe
2023 J jnl
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks.
CoRR
Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe
2023 Misc conf
A Study on the Integration of Pipeline and E2E SLU Systems for Spoken Semantic Parsing Toward Stop Quality Challenge.
ICASSP
Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe
2023 J jnl
A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge.
CoRR
Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe
2023 A conf
BASS: Block-wise Adaptation for Speech Summarization.
INTERSPEECH
Roshan Sharma, Siddhant Arora, Kenneth Zheng, Shinji Watanabe, Rita Singh, Bhiksha Raj
2023 J jnl
BASS: Block-wise Adaptation for Speech Summarization.
CoRR
Roshan S. Sharma, Kenneth Zheng, Siddhant Arora, Shinji Watanabe, Rita Singh, Bhiksha Raj
2023 — conf
CMU's IWSLT 2023 Simultaneous Speech Translation System.
IWSLT@ACL
Brian Yan, Jiatong Shi, Soumi Maiti, William Chen, Xinjian Li, Yifan Peng, Siddhant Arora, Shinji Watanabe
2023 J jnl
Decoder-only Architecture for Speech Recognition with CTC Prompts and Text Data Augmentation.
CoRR
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
2023 J jnl
Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech.
CoRR
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
2023 Misc conf
E-Branchformer-Based E2E SLU Toward Stop on-Device Challenge.
ICASSP
Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
2023 C conf
Espnet-Summ: Introducing a Novel Large Dataset, Toolkit, and a Cross-Corpora Evaluation of Speech Summarization Systems.
ASRU
Roshan S. Sharma, William Chen, Takatomo Kano, Ruchira Sharma, Siddhant Arora, Shinji Watanabe, Atsunori Ogawa, Marc Delcroix, Rita Singh, Bhiksha Raj
2023 A conf
Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding.
INTERSPEECH
Siddhant Arora, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe
2023 J jnl
Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding.
CoRR
Siddhant Arora, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe
2023 A conf
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition.
INTERSPEECH
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
2023 J jnl
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition.
CoRR
Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe
2023 Misc conf
Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History.
ICASSP
Siddhant Arora, Hayato Futami, Emiru Tsunoo, Brian Yan, Shinji Watanabe
2023 J jnl
Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History.
CoRR
Siddhant Arora, Hayato Futami, Emiru Tsunoo, Brian Yan, Shinji Watanabe
2023 J jnl
Phoneme-aware Encoding for Prefix-tree-based Contextual ASR.
CoRR
Hayato Futami, Emiru Tsunoo, Yosuke Kashiwagi, Hiroaki Ogawa, Siddhant Arora, Shinji Watanabe
2023 C conf
Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data.
ASRU
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
2023 J jnl
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data.
CoRR
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
2023 — conf
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks.
ACL (1)
Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan S. Sharma, Wei-Lun Wu, Hung-yi Lee, Karen Livescu, Shinji Watanabe
2023 J jnl
Semi-Autoregressive Streaming ASR With Label Context.
CoRR
Siddhant Arora, George Saon, Shinji Watanabe, Brian Kingsbury
2023 Misc conf
Streaming Joint Speech Recognition and Disfluency Detection.
ICASSP
Hayato Futami, Emiru Tsunoo, Kentaro Shibata, Yosuke Kashiwagi, Takao Okuda, Siddhant Arora, Shinji Watanabe
2023 — conf
Teaching Old DB Neu(ral) Tricks: Learning Embeddings on Multi-tabular Databases.
COMAD/CODS
Garima Gaur, Rajat Singh, Siddhant Arora, Vinayak Gupta, Srikanta Bedathur
2023 A conf
Tensor decomposition for minimization of E2E SLU model toward on-device processing.
INTERSPEECH
Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
2023 J jnl
The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge.
CoRR
Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
2023 Misc conf
The Pipeline System of ASR and NLU with MLM-based data Augmentation Toward Stop Low-Resource Challenge.
ICASSP
Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe
2023 J jnl
UniverSLU: Universal Spoken Language Understanding for Diverse Classification and Sequence Generation Tasks with a Single Network.
CoRR
Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
2022 — conf
A Study on the Integration of Pre-Trained SSL, ASR, LM and SLU Models for Spoken Language Understanding.
SLT
Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe
2022 J jnl
A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding.
CoRR
Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe
2022 B conf
A Tale of Two Regulatory Regimes: Creation and Analysis of a Bilingual Privacy Policy Corpus.
LREC
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
2022 — conf
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model.
EMNLP (Findings)
Yosuke Higuchi, Brian Yan, Siddhant Arora, Tetsuji Ogawa, Tetsunori Kobayashi, Shinji Watanabe
2022 J jnl
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model.
CoRR
Yosuke Higuchi, Brian Yan, Siddhant Arora, Tetsuji Ogawa, Tetsunori Kobayashi, Shinji Watanabe
2022 A conf
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation.
INTERSPEECH
Keqi Deng, Shinji Watanabe, Jiatong Shi, Siddhant Arora
2022 J jnl
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation.
CoRR
Keqi Deng, Shinji Watanabe, Jiatong Shi, Siddhant Arora
2022 J jnl
Creation and Analysis of an International Corpus of Privacy Laws.
CoRR
Sonu Gupta, Ellen Poplavska, Nora O'Toole, Siddhant Arora, Thomas B. Norton, Norman M. Sadeh, Shomir Wilson
2022 Misc conf
ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet.
ICASSP
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
2022 A* conf
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations.
AAAI
Siddhant Arora, Danish Pruthi, Norman M. Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig
2022 J jnl
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks.
CoRR
Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan S. Sharma, Wei-Lun Wu, Hung-yi Lee, Karen Livescu, Shinji Watanabe
2022 J jnl
Streaming Joint Speech Recognition and Disfluency Detection.
CoRR
Hayato Futami, Emiru Tsunoo, Kentaro Shibata, Yosuke Kashiwagi, Takao Okuda, Siddhant Arora, Shinji Watanabe
2022 — conf
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models.
EMNLP (Findings)
Siddhant Arora, Siddharth Dalmia, Brian Yan, Florian Metze, Alan W. Black, Shinji Watanabe
2022 J jnl
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models.
CoRR
Siddhant Arora, Siddharth Dalmia, Brian Yan, Florian Metze, Alan W. Black, Shinji Watanabe
2022 A conf
Two-Pass Low Latency End-to-End Spoken Language Understanding.
INTERSPEECH
Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe
2022 J jnl
Two-Pass Low Latency End-to-End Spoken Language Understanding.
CoRR
Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe
2021 J jnl
BERT Meets Relational DB: Contextual Representations of Relational Databases.
CoRR
Siddhant Arora, Vinayak Gupta, Garima Gaur, Srikanta Bedathur
2021 J jnl
ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet.
CoRR
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
2021 J jnl
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations.
CoRR
Siddhant Arora, Danish Pruthi, Norman M. Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig
2021 A conf
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding.
Interspeech
Siddhant Arora, Alissa Ostapenko, Vijay Viswanathan, Siddharth Dalmia, Florian Metze, Shinji Watanabe, Alan W. Black
2021 J jnl
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding.
CoRR
Siddhant Arora, Alissa Ostapenko, Vijay Viswanathan, Siddharth Dalmia, Florian Metze, Shinji Watanabe, Alan W. Black
2020 J jnl
A Survey on Graph Neural Networks for Knowledge Graph Completion.
CoRR
Siddhant Arora
2020 A conf
Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval.
WSDM
Andrew Yates, Siddhant Arora, Xinyu Zhang, Wei Yang, Kevin Martin Jose, Jimmy Lin
2020 — conf
IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge.
AKBC
Siddhant Arora, Srikanta Bedathur, Maya Ramanath, Deepak Sharma
2020 J jnl
IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge.
CoRR
Siddhant Arora, Srikanta Bedathur, Maya Ramanath, Deepak Sharma
2020 J jnl
On Embeddings in Relational Databases.
CoRR
Siddhant Arora, Srikanta Bedathur
2019 — conf
Investigating Retrieval Method Selection with Axiomatic Features.
AMIR@ECIR
Siddhant Arora, Andrew Yates
2019 J jnl
Investigating Retrieval Method Selection with Axiomatic Features.
CoRR
Siddhant Arora, Andrew Yates
2019 — conf
Understanding Community Rivalry on Social Media: A Case Study of Two Footballing Giants.
IUI Workshops
Sopan Khosla, Siddhant Arora, Abhilash Nandy, Ankita Saxena, Anandhavelu Natarajan
2018 — conf
A Naive Deep Nets Based Approach for Authenticating Viral Textual Content on Social Media.
IntelliSys (2)
Richa Sharma, Tejas Arya, Siddhant Arora, Arti Arya, Pooja Agarwal