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← Authors

Ankur Bapna

28 papers · 2017–2023 · 10 conferences · across top CS/AI conferences

Achievements

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+16 more ↓ 🌍 Conference Polyglot (10) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (6)
🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🏃 Academic Marathon (6) 🌟 Keyword Trendsetter Combo (3) 🤝 Dynamic Duo (19) 🏆 Grand Slam 🌱 Topic Pioneer 🔬 Deep Specialist (13) 🧬 Topic Evolution 🏆 Keyword Champion (3) 📈 Trend Setter 🗃️ Keyword Collector (110) 🔥 Unstoppable (7) ⚡ Prolific Year (5) 💎 Century Club (28) ❓ The Questioner

Conferences

INTERSPEECH (8) EMNLP (5) ACL (4) ICLR (2) ICML (2) IJCNLP (2) NIPS (2) AAAI (1) COLING (1) NAACL (1)

Top co-authors

Orhan Firat (19) Yu Zhang (6) Sneha Kudugunta (5) Melvin Johnson (5) Yonghui Wu (5) Colin Cherry (4) Wolfgang Macherey (4) Isaac Caswell (4) Biao Zhang (4) Mia Chen (3)

Keywords

neural machine translation (9) transfer learning (5) multilingual translation (5) multilingual neural machine translation (4) domain adaptation (4) speech recognition (4) cross-lingual transfer (4) machine translation (4) representation learning (4) zero-shot translation (3) self-supervised learning (3) adapter layer (3) multilingual model (2) language model (2) zero-shot transfer (2) multilingual speech (2) model compression (2) language identification (2) automatic speech recognition (2) low-resource language (2)

Papers

Mu$^2$SLAM: Multitask, Multilingual Speech and Language Models ICML 2023 LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus INTERSPEECH 2023 Label Aware Speech Representation Learning For Language Identification INTERSPEECH 2023 MADLAD-400: A Multilingual And Document-Level Large Audited Dataset NIPS 2023 PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text INTERSPEECH 2023 XTREME-S: Evaluating Cross-lingual Speech Representations INTERSPEECH 2022 Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents ACL 2022 Scaling Laws for Neural Machine Translation ICLR 2022 Examining Scaling and Transfer of Language Model Architectures for Machine Translation ICML 2022 MAESTRO: Matched Speech Text Representations through Modality Matching INTERSPEECH 2022 Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation ACL 2022 Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation INTERSPEECH 2022 Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation ICLR 2021 Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference EMNLP 2021 Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus COLING 2020 Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation ACL 2020 Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation AAAI 2020 Non-Parametric Adaptation for Neural Machine Translation NAACL 2019 Simple, Scalable Adaptation for Neural Machine Translation EMNLP 2019 Investigating Multilingual NMT Representations at Scale EMNLP 2019 Simple, Scalable Adaptation for Neural Machine Translation IJCNLP 2019 Investigating Multilingual NMT Representations at Scale IJCNLP 2019 Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model INTERSPEECH 2019 GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism NIPS 2019 Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018 Training Deeper Neural Machine Translation Models with Transparent Attention EMNLP 2018 The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation ACL 2018 Towards Zero-Shot Frame Semantic Parsing for Domain Scaling INTERSPEECH 2017