Siddharth Dalmia

Publications by Year

Research Areas

Speech Recognition and Synthesis, Natural Language Processing Techniques, Topic Modeling, Music and Audio Processing, Speech and Audio Processing

Most-Cited Works

• → FLEURS: FEW-Shot Learning Evaluation of Universal Representations of Speech(2023)138 cited
• → Universal Phone Recognition with a Multilingual Allophone System(2020)107 cited
• Epitran: Precision G2P for Many Languages.(2018)
• → ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet(2022)48 cited
• → Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding(2022)40 cited
• → Robust ASR using neural network based speech enhancement and feature simulation(2015)37 cited
• → Towards Zero-Shot Learning for Automatic Phonemic Transcription(2020)34 cited
• → Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks(2021)33 cited
• → CTC Alignments Improve Autoregressive Translation(2023)23 cited
• → ESPnet-ST IWSLT 2021 Offline Speech Translation System(2021)20 cited