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Alexei Baevski

27 papers · 2019–2024 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (47) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🌱 Topic Pioneer πŸ”¬ Deep Specialist (16) 🀝 Dynamic Duo (26) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ—ƒοΈ Keyword Collector (101) πŸ’Ž Century Club Β· Bronze

Venues

Interspeech (9) ACL (5) ICLR (3) NeurIPS (3) EMNLP (2) ICML (2) NAACL (2) JMLR (1)

Top co-authors

Michael Auli (26) Wei-Ning Hsu (9) Alexis CONNEAU (7) Arun Babu (5) Changhan Wang (5) Juan Pino (4) Qiantong Xu (4) Sergey Edunov (4) Ronan Collobert (3) Abdelrahman Mohamed (3)

Research topics

Machine Learning (21) Learning Types Β· Machine Learning (19) Deep Learning (18) Speech & Audio (13) Natural Language Processing (11) Recognition (11) Artificial Intelligence (9) Learning Types Β· Deep Learning (8) Architectures (7) Applications (6) Core AI (6) Generation (6) Techniques (6) Models (5) Learning Paradigms (4)

Keywords

self-supervised learning (15) speech recognition (12) representation learning (5) wav2vec 2.0 (5) language modeling (4) multilingual model (4) machine translation (3) speech translation (3) abstractive summarization (2) contrastive learning (2) contextualized representation (2) self-supervised pretraining (2) language model (2) zero-shot learning (2) masked autoencoder (2) neural machine translation (2) automatic speech recognition (2) sequence modeling (2) phoneme recognition (2) named entity recognition (2)

Papers

Scaling Speech Technology to 1,000+ Languages JMLR 2024 Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language ICML 2023 Introducing Semantics into Speech Encoders ACL 2023 Toward Joint Language Modeling for Speech Units and Text EMNLP 2023 data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language ICML 2022 Masked Autoencoders that Listen NeurIPS 2022 On-demand compute reduction with stochastic wav2vec 2.0 Interspeech 2022 Simple and Effective Unsupervised Speech Synthesis Interspeech 2022 Simple and Effective Zero-shot Cross-lingual Phoneme Recognition Interspeech 2022 Unified Speech-Text Pre-training for Speech Translation and Recognition ACL 2022 Wav2Vec-Aug: Improved self-supervised training with limited data Interspeech 2022 XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Interspeech 2022 Large-Scale Self- and Semi-Supervised Learning for Speech Translation Interspeech 2021 Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ACL 2021 Reservoir Transformers ACL 2021 Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training Interspeech 2021 Unsupervised Cross-Lingual Representation Learning for Speech Recognition Interspeech 2021 Unsupervised Speech Recognition NeurIPS 2021 vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations ICLR 2020 wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations NeurIPS 2020 Adaptive Input Representations for Neural Language Modeling ICLR 2019 Cloze-driven Pretraining of Self-attention Networks EMNLP 2019 Facebook FAIR’s WMT19 News Translation Task Submission ACL 2019 fairseq: A Fast, Extensible Toolkit for Sequence Modeling NAACL 2019 Pay Less Attention with Lightweight and Dynamic Convolutions ICLR 2019 Pre-trained language model representations for language generation NAACL 2019 wav2vec: Unsupervised Pre-Training for Speech Recognition Interspeech 2019