Apoorv Vyas
Scholar

Apoorv Vyas

Google Scholar ID: 7EoDBR0AAAAJ
FAIR Labs Meta
Deep LearningSpeech RecognitionComputer Vision
Citations & Impact
All-time
Citations
4,576
 
H-index
14
 
i10-index
19
 
Publications
20
 
Co-authors
52
list available
Resume (English only)
Academic Achievements
  • Published 'Comparing CTC and LFMMI for Out-of-Domain Adaptation of Wav2vec 2.0 Acoustic Model' at Interspeech 2021
  • Published 'Lattice-Free MMI Adaptation of Self-Supervised Pretrained Acoustic Models' at ICASSP 2021
  • Published 'Fast Transformers with Clustered Attention' at NeurIPS 2020
  • Published 'Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention' at ICML 2020
  • Developed and open-sourced Pkwrap, a PyTorch package for LF-MMI acoustic model training (arXiv 2020)
  • Published on semi-supervised LF-MMI training using dropout at Interspeech 2019
  • Published on analyzing uncertainties in speech recognition using dropout at ICASSP 2019
  • Published on out-of-distribution detection using ensemble classifiers at ECCV 2018
  • Published on power-efficient compressive sensing for wearable ECG/PPG monitoring at WFIOT 2016
  • Published on commercial block detection in broadcast news videos at ICVGIP 2014