Siddharth Dalmia
22 papers · 2019–2025 · 8 venues · across top CS/AI venues
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Speech & Audio
(15)
Machine Learning
(14)
Natural Language Processing
(13)
Recognition
(13)
Applications
(9)
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(9)
Artificial Intelligence
(6)
Core AI
(5)
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(3)
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(2)
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(2)
Keywords
end-to-end model
(6)
automatic speech recognition
(5)
speech recognition
(4)
speech translation
(4)
spoken language understanding
(3)
low-resource language
(2)
multi-decoder architecture
(2)
machine translation
(2)
long-context language model
(2)
transfer learning
(2)
knowledge distillation
(2)
conversational context
(2)
speech-to-text translation
(2)
end-to-end speech recognition
(2)
question answering
(1)
sequence labeling
(1)
in-context learning
(1)
data augmentation
(1)
domain adaptation
(1)
benchmark evaluation
(1)
Papers
LOFT: Scalable and More Realistic Long-Context Evaluation
NAACL 2025
Revisiting In-Context Learning with Long Context Language Models
ACL 2025
LLM Augmented LLMs: Expanding Capabilities through Composition
ICLR 2024
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems
ACL 2024
CTC Alignments Improve Autoregressive Translation
EACL 2023
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit
ACL 2023
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding
ICML 2022
CMUβs IWSLT 2022 Dialect Speech Translation System
ACL 2022
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models
EMNLP 2022
Two-Pass Low Latency End-to-End Spoken Language Understanding
Interspeech 2022
Differentiable Allophone Graphs for Language-Universal Speech Recognition
Interspeech 2021
ESPnet-ST IWSLT 2021 Offline Speech Translation System
ACL 2021
Highland Puebla Nahuatl Speech Translation Corpus for Endangered Language Documentation
NAACL 2021
NoiseQA: Challenge Set Evaluation for User-Centric Question Answering
EACL 2021
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding
Interspeech 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks
NAACL 2021
On Long-Tailed Phenomena in Neural Machine Translation
EMNLP 2020
Towards Zero-Shot Learning for Automatic Phonemic Transcription
AAAI 2020
Cross-Attention End-to-End ASR for Two-Party Conversations
Interspeech 2019
Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion
ACL 2019
Multilingual Speech Recognition with Corpus Relatedness Sampling
Interspeech 2019
SANTLR: Speech Annotation Toolkit for Low Resource Languages
Interspeech 2019