Siddharth Dalmia
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
29
Venues
11
Active years
2015–2025
Best venue rank
A*
Where they publish
Papers
29 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | Revisiting In-Context Learning with Long Context Language Models. | Jinheon Baek, Sun Jae Lee, Prakhar Gupta, Geunseob Oh, Siddharth Dalmia, Prateek Kolhar |
| 2025 | NAACL | LOFT: Scalable and More Realistic Long-Context Evaluation. | Jinhyuk Lee, Anthony Chen, Zhuyun Dai, Dheeru Dua, Devendra Singh Sachan, Michael Boratko, Yi Luan, Sbastien M. R. Arnold, Vincent Perot, Siddharth Dalmia, Hexiang Hu, Xudong Lin, Panupong Pasupat, Aida Amini, Jeremy R. Cole, Sebastian Riedel, Iftekhar Naim, Ming-Wei Chang, Kelvin Guu |
| 2024 | ICASSP | Multimodal Modeling for Spoken Language Identification. | Shikhar Bharadwaj, Min Ma, Shikhar Vashishth, Ankur Bapna, Sriram Ganapathy, Vera Axelrod, Siddharth Dalmia, Wei Han, Yu Zhang, Daan van Esch, Sandy Ritchie, Partha Talukdar, Jason Riesa |
| 2024 | ICLR | LLM Augmented LLMs: Expanding Capabilities through Composition. | Rachit Bansal, Bidisha Samanta, Siddharth Dalmia, Nitish Gupta, Sriram Ganapathy, Abhishek Bapna, Prateek Jain, Partha Talukdar |
| 2023 | ACL | ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit. | Brian Yan, Jiatong Shi, Yun Tang, Hirofumi Inaguma, Yifan Peng, Siddharth Dalmia, Peter Polak, Patrick Fernandes, Dan Berrebbi, Tomoki Hayashi, Xiaohui Zhang, Zhaoheng Ni, Moto Hira, Soumi Maiti, Juan Pino, Shinji Watanabe |
| 2023 | EACL | CTC Alignments Improve Autoregressive Translation. | Brian Yan, Siddharth Dalmia, Yosuke Higuchi, Graham Neubig, Florian Metze, Alan W. Black, Shinji Watanabe |
| 2023 | ICASSP | Align, Write, Re-Order: Explainable End-to-End Speech Translation via Operation Sequence Generation. | Motoi Omachi, Brian Yan, Siddharth Dalmia, Yuya Fujita, Shinji Watanabe |
| 2022 | EMNLP | Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models. | Siddhant Arora, Siddharth Dalmia, Brian Yan, Florian Metze, Alan W. Black, Shinji Watanabe |
| 2022 | ICASSP | ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet. | 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 | ICASSP | Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization. | Brian Yan, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Siddharth Dalmia, Dan Berrebbi, Chao Weng, Shinji Watanabe, Dong Yu |
| 2022 | ICML | Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding. | Yifan Peng, Siddharth Dalmia, Ian R. Lane, Shinji Watanabe |
| 2022 | Interspeech | Two-Pass Low Latency End-to-End Spoken Language Understanding. | Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan W. Black, Shinji Watanabe |
| 2021 | ASRU | Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden Intermediates. | Hirofumi Inaguma, Siddharth Dalmia, Brian Yan, Shinji Watanabe |
| 2021 | EACL | NoiseQA: Challenge Set Evaluation for User-Centric Question Answering. | Abhilasha Ravichander, Siddharth Dalmia, Maria Ryskina, Florian Metze, Eduard H. Hovy, Alan W. Black |
| 2021 | ICASSP | Transformer-Transducers for Code-Switched Speech Recognition. | Siddharth Dalmia, Yuzong Liu, Srikanth Ronanki, Katrin Kirchhoff |
| 2021 | Interspeech | Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding. | Siddhant Arora, Alissa Ostapenko, Vijay Viswanathan, Siddharth Dalmia, Florian Metze, Shinji Watanabe, Alan W. Black |
| 2021 | Interspeech | Differentiable Allophone Graphs for Language-Universal Speech Recognition. | Brian Yan, Siddharth Dalmia, David R. Mortensen, Florian Metze, Shinji Watanabe |
| 2021 | NAACL | Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks. | Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze, Shinji Watanabe |
| 2020 | AAAI | Towards Zero-Shot Learning for Automatic Phonemic Transcription. | Xinjian Li, Siddharth Dalmia, David R. Mortensen, Juncheng Li, Alan W. Black, Florian Metze |
| 2020 | EMNLP | On Long-Tailed Phenomena in Neural Machine Translation. | Vikas Raunak, Siddharth Dalmia, Vivek Gupta, Florian Metze |
| 2020 | ICASSP | Universal Phone Recognition with a Multilingual Allophone System. | Xinjian Li, Siddharth Dalmia, Juncheng Li, Matthew Lee, Patrick Littell, Jiali Yao, Antonios Anastasopoulos, David R. Mortensen, Graham Neubig, Alan W. Black, Florian Metze |
| 2019 | ACL | Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion. | Suyoun Kim, Siddharth Dalmia, Florian Metze |
| 2019 | ICASSP | Phoneme Level Language Models for Sequence Based Low Resource ASR. | Siddharth Dalmia, Xinjian Li, Alan W. Black, Florian Metze |
| 2019 | Interspeech | Cross-Attention End-to-End ASR for Two-Party Conversations. | Suyoun Kim, Siddharth Dalmia, Florian Metze |
| 2019 | Interspeech | Multilingual Speech Recognition with Corpus Relatedness Sampling. | Xinjian Li, Siddharth Dalmia, Alan W. Black, Florian Metze |
| 2019 | Interspeech | SANTLR: Speech Annotation Toolkit for Low Resource Languages. | Xinjian Li, Zhong Zhou, Siddharth Dalmia, Alan W. Black, Florian Metze |
| 2018 | ICASSP | Sequence-Based Multi-Lingual Low Resource Speech Recognition. | Siddharth Dalmia, Ramon Sanabria, Florian Metze, Alan W. Black |
| 2018 | LREC | Epitran: Precision G2P for Many Languages. | David R. Mortensen, Siddharth Dalmia, Patrick Littell |
| 2015 | ASRU | Robust ASR using neural network based speech enhancement and feature simulation. | Sunit Sivasankaran, Aditya Arie Nugraha, Emmanuel Vincent, Juan Andres Morales-Cordovilla, Siddharth Dalmia, Irina Illina, Antoine Liutkus |