Siddharth Dalmia

FLEURS: FEW-Shot Learning Evaluation of Universal Representations of Speech

Alexis Conneau, Min Ma, Simran Khanuja et al. · 2022 IEEE Spoken Language Technology Workshop (SLT) · 2023 · 138 citations

Few-shot Learning, Engineering, Machine Learning +17

Universal Phone Recognition with a Multilingual Allophone System

Xinjian Li, Siddharth Dalmia, Juncheng Li et al. · 2020 · 107 citations

Engineering, Cross-lingual Representation, Multilingual Asr Experiments +21

Epitran: Precision G2P for Many Languages.

David R. Mortensen, Siddharth Dalmia, Patrick Littell · Language Resources and Evaluation · 2018 · 88 citations

Programming Language Theory, Computational Science, Engineering +4

ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet

Siddhant Arora, Siddharth Dalmia, Pavel Denisov et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 48 citations

Engineering, Machine Learning, Spoken Language Processing +20

Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding

Yifan Peng, Siddharth Dalmia, Ian Lane et al. · arXiv (Cornell University) · 2022 · 40 citations · Full text

Engineering, Machine Learning, Parallel Mlp-attention Architectures +21