Samuel Thomas

Best Publications

• The subspace Gaussian mixture model-A structured model for speech recognition

  Daniel Povey;Lukáš Burget;Mohit Agarwal;Pinar Akyazi

  377
  Citations

• High-Throughput Phenotyping of Plant Height: Comparing Unmanned Aerial Vehicles and Ground LiDAR Estimates.

  Simon Madec;Frederic Baret;Benoît de Solan;Samuel Thomas

  347
  Citations

• Subspace Gaussian Mixture Models for speech recognition

  Daniel Povey;Lukas Burget;Mohit Agarwal;Pinar Akyazi

  245
  Citations

• Efficient Knowledge Distillation from an Ensemble of Teachers.

  Takashi Fukuda;Masayuki Suzuki;Gakuto Kurata;Samuel Thomas

  239
  Citations

• Multilingual acoustic modeling for speech recognition based on subspace Gaussian Mixture Models

  Lukas Burget;Petr Schwarz;Mohit Agarwal;Pinar Akyazi

  214
  Citations

• Deep neural network features and semi-supervised training for low resource speech recognition

  Samuel Thomas;Michael L. Seltzer;Kenneth Church;Hynek Hermansky

  164
  Citations

• A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition

  Aren Jansen;Emmanuel Dupoux;Sharon Goldwater;Mark Johnson

  149
  Citations

• Multilingual MLP features for low-resource LVCSR systems

  Samuel Thomas;Sriram Ganapathy;Hynek Hermansky

  131
  Citations

• Analyzing convolutional neural networks for speech activity detection in mismatched acoustic conditions

  Samuel Thomas;Sriram Ganapathy;George Saon;Hagen Soltau

  126
  Citations

• Recognition of Reverberant Speech Using Frequency Domain Linear Prediction

  S. Thomas;S. Ganapathy;H. Hermansky

  120
  Citations

• Rapid Evaluation of Speech Representations for Spoken Term Discovery.

  Michael A. Carlin;Samuel Thomas;Aren Jansen;Hynek Hermansky

  105
  Citations

• Invariant Representations for Noisy Speech Recognition.

  Dmitriy Serdyuk;Kartik Audhkhasi;Philémon Brakel;Bhuvana Ramabhadran

  90
  Citations

• Cross-lingual and multi-stream posterior features for low resource LVCSR systems.

  Samuel Thomas;Sriram Ganapathy;Hynek Hermansky

  88
  Citations

• Annealed dropout training of deep networks

  Unknown

  76
  Citations

• English Conversational Telephone Speech Recognition by Humans and Machines

  George Saon;Gakuto Kurata;Tom Sercu;Kartik Audhkhasi

  74
  Citations

• Weak top-down constraints for unsupervised acoustic model training

  Aren Jansen;Samuel Thomas;Hynek Hermansky

  68
  Citations

• The IBM speech activity detection system for the DARPA RATS program.

  George Saon;Samuel Thomas;Hagen Soltau;Sriram Ganapathy

  67
  Citations

• Improvements to the IBM speech activity detection system for the DARPA RATS program

  Samuel Thomas;George Saon;Maarten Van Segbroeck;Shrikanth S. Narayanan

  66
  Citations

• Robust language identification using convolutional neural network features.

  Sriram Ganapathy;Kyu Jeong Han;Samuel Thomas;Mohamed Kamal Omar

  65
  Citations

• Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos

  Brian Chen;Andrew Rouditchenko;Kevin Duarte;Hilde Kuehne

  65
  Citations