Apoorv Vyas

According to our database, Apoorv Vyas authored at least 15 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Audiobox: Unified Audio Generation with Natural Language Prompts.

Apoorv Vyas, Bowen Shi, Matthew Le, Andros Tjandra, Yi-Chiao Wu, Baishan Guo, Jiemin Zhang, Xinyue Zhang, Robert Adkins, William Ngan, Jeff Wang, Ivan Cruz, Bapi Akula, Akinniyi Akinyemi, Brian Ellis, Rashel Moritz, Yael Yungster, Alice Rakotoarison, Liang Tan, Chris Summers, Carleigh Wood, Joshua Lane, Mary Williamson, Wei-Ning Hsu

CoRR, 2023

Generative Pre-training for Speech with Flow Matching.

Alexander H. Liu, Matt Le, Apoorv Vyas, Bowen Shi, Andros Tjandra, Wei-Ning Hsu

CoRR, 2023

Scaling Speech Technology to 1, 000+ Languages.

Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli

CoRR, 2023

Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale.

Matthew Le, Apoorv Vyas, Bowen Shi, Brian Karrer, Leda Sari, Rashel Moritz, Mary Williamson, Vimal Manohar, Yossi Adi, Jay Mahadeokar, Wei-Ning Hsu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

On-demand compute reduction with stochastic wav2vec 2.0.

Apoorv Vyas, Wei-Ning Hsu, Michael Auli, Alexei Baevski

Proceedings of the Interspeech 2022, 2022

2021

Comparing CTC and LFMMI for Out-of-Domain Adaptation of wav2vec 2.0 Acoustic Model.

Apoorv Vyas, Srikanth R. Madikeri, Hervé Bourlard

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Lattice-Free Mmi Adaptation of Self-Supervised Pretrained Acoustic Models.

Apoorv Vyas, Srikanth R. Madikeri, Hervé Bourlard

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models.

Srikanth R. Madikeri, Sibo Tong, Juan Zuluaga-Gomez, Apoorv Vyas, Petr Motlícek, Hervé Bourlard

CoRR, 2020

Fast Transformers with Clustered Attention.

Apoorv Vyas, Angelos Katharopoulos, François Fleuret

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention.

Angelos Katharopoulos, Apoorv Vyas, Nikolaos Pappas, François Fleuret

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Unbiased Semi-Supervised LF-MMI Training Using Dropout.

Sibo Tong, Apoorv Vyas, Philip N. Garner, Hervé Bourlard

Proceedings of the Interspeech 2019, 2019

Analyzing Uncertainties in Speech Recognition Using Dropout.

Apoorv Vyas, Pranay Dighe, Sibo Tong, Hervé Bourlard

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-Out Classifiers.

Apoorv Vyas, Nataraj Jammalamadaka, Xia Zhu, Dipankar Das, Bharat Kaul, Theodore L. Willke

Proceedings of the Computer Vision - ECCV 2018, 2018

2016

Power efficient compressive sensing for continuous monitoring of ECG and PPG in a wearable system.

Venkat Natarajan, Apoorv Vyas

Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

2014

Commercial Block Detection in Broadcast News Videos.

Apoorv Vyas, Raghvendra Kannao, Vineet Bhargava, Prithwijit Guha

Proceedings of the 2014 Indian Conference on Computer Vision, 2014