Alexei Baevski
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
28
Venues
8
Active years
2019–2023
Best venue rank
A*
Where they publish
Papers
28 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | ACL | Introducing Semantics into Speech Encoders. | Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Bing Liu, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Guan-Ting Lin, Alexei Baevski, Hung-yi Lee, Yizhou Sun, Wei Wang |
| 2023 | ASRU | Av-Data2Vec: Self-Supervised Learning of Audio-Visual Speech Representations with Contextualized Target Representations. | Jiachen Lian, Alexei Baevski, Wei-Ning Hsu, Michael Auli |
| 2023 | EMNLP | Toward Joint Language Modeling for Speech Units and Text. | Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli |
| 2023 | ICASSP | Measuring the Impact of Domain Factors in Self-Supervised Pre-Training. | Ramon Sanabria, Wei-Ning Hsu, Alexei Baevski, Michael Auli |
| 2023 | ICML | Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language. | Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli |
| 2022 | ACL | Unified Speech-Text Pre-training for Speech Translation and Recognition. | Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Miguel Pino |
| 2022 | ICASSP | Improved Language Identification Through Cross-Lingual Self-Supervised Learning. | Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli |
| 2022 | ICML | data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language. | Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli |
| 2022 | Interspeech | XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. | Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli |
| 2022 | Interspeech | Simple and Effective Unsupervised Speech Synthesis. | Alexander H. Liu, Cheng-I Lai, Wei-Ning Hsu, Michael Auli, Alexei Baevski, James R. Glass |
| 2022 | Interspeech | Wav2Vec-Aug: Improved self-supervised training with limited data. | Anuroop Sriram, Michael Auli, Alexei Baevski |
| 2022 | Interspeech | On-demand compute reduction with stochastic wav2vec 2.0. | Apoorv Vyas, Wei-Ning Hsu, Michael Auli, Alexei Baevski |
| 2022 | Interspeech | Simple and Effective Zero-shot Cross-lingual Phoneme Recognition. | Qiantong Xu, Alexei Baevski, Michael Auli |
| 2021 | ACL | Multilingual Speech Translation from Efficient Finetuning of Pretrained Models. | Xian Li, Changhan Wang, Yun Tang, Chau Tran, Yuqing Tang, Juan Miguel Pino, Alexei Baevski, Alexis Conneau, Michael Auli |
| 2021 | ACL | Reservoir Transformers. | Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela |
| 2021 | ICASSP | Self-Training and Pre-Training are Complementary for Speech Recognition. | Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli |
| 2021 | ICASSP | A Comparison of Discrete Latent Variable Models for Speech Representation Learning. | Henry Zhou, Alexei Baevski, Michael Auli |
| 2021 | Interspeech | Unsupervised Cross-Lingual Representation Learning for Speech Recognition. | Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli |
| 2021 | Interspeech | Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. | Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli |
| 2021 | Interspeech | Large-Scale Self- and Semi-Supervised Learning for Speech Translation. | Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau |
| 2020 | ICASSP | Effectiveness of Self-Supervised Pre-Training for ASR. | Alexei Baevski, Abdelrahman Mohamed |
| 2020 | ICLR | vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations. | Alexei Baevski, Steffen Schneider, Michael Auli |
| 2019 | EMNLP | Cloze-driven Pretraining of Self-attention Networks. | Alexei Baevski, Sergey Edunov, Yinhan Liu, Luke Zettlemoyer, Michael Auli |
| 2019 | ICLR | Adaptive Input Representations for Neural Language Modeling. | Alexei Baevski, Michael Auli |
| 2019 | ICLR | Pay Less Attention with Lightweight and Dynamic Convolutions. | Felix Wu, Angela Fan, Alexei Baevski, Yann N. Dauphin, Michael Auli |
| 2019 | Interspeech | wav2vec: Unsupervised Pre-Training for Speech Recognition. | Steffen Schneider, Alexei Baevski, Ronan Collobert, Michael Auli |
| 2019 | NAACL | Pre-trained language model representations for language generation. | Sergey Edunov, Alexei Baevski, Michael Auli |
| 2019 | NAACL | fairseq: A Fast, Extensible Toolkit for Sequence Modeling. | Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli |