Daniel Povey

Overview

Best Publications

• The Kaldi Speech Recognition Toolkit

  Daniel Povey;Arnab Ghoshal;Gilles Boulianne;Lukas Burget

  6099
  Citations

• Librispeech: An ASR corpus based on public domain audio books

  Vassil Panayotov;Guoguo Chen;Daniel Povey;Sanjeev Khudanpur

  5814
  Citations

• X-Vectors: Robust DNN Embeddings for Speaker Recognition

  David Snyder;Daniel Garcia-Romero;Gregory Sell;Daniel Povey

  2741
  Citations

• Audio augmentation for speech recognition.

  Tom Ko;Vijayaditya Peddinti;Daniel Povey;Sanjeev Khudanpur

  1188
  Citations

• A time delay neural network architecture for efficient modeling of long temporal contexts.

  Vijayaditya Peddinti;Daniel Povey;Sanjeev Khudanpur

  1164
  Citations

• MUSAN: A Music, Speech, and Noise Corpus.

  David Snyder;Guoguo Chen;Daniel Povey

  1020
  Citations

• The HTK book version 3.4

  SJ Young;G Evermann;Mjf Gales;D Kershaw

  989
  Citations

• Deep Neural Network Embeddings for Text-Independent Speaker Verification.

  David Snyder;Daniel Garcia-Romero;Daniel Povey;Sanjeev Khudanpur

  931
  Citations

• A study on data augmentation of reverberant speech for robust speech recognition

  Tom Ko;Vijayaditya Peddinti;Daniel Povey;Michael L. Seltzer

  923
  Citations

• Minimum Phone Error and I-smoothing for improved discriminative training

  D. Povey;P.C. Woodland

  918
  Citations

• Purely Sequence-Trained Neural Networks for ASR Based on Lattice-Free MMI.

  Daniel Povey;Vijayaditya Peddinti;Daniel Galvez;Pegah Ghahremani

  905
  Citations

• Sequence-discriminative training of deep neural networks

  Karel Veselý;Arnab Ghoshal;Lukás Burget;Daniel Povey

  898
  Citations

• Strategies for training large scale neural network language models

  Tomas Mikolov;Anoop Deoras;Daniel Povey;Lukas Burget

  669
  Citations

• Large scale discriminative training of hidden Markov models for speech recognition

  P.C. Woodland;D. Povey

  564
  Citations

• Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks.

  Daniel Povey;Gaofeng Cheng;Yiming Wang;Ke Li

  508
  Citations

• Boosted MMI for model and feature-space discriminative training

  D. Povey;D. Kanevsky;B. Kingsbury;B. Ramabhadran

  478
  Citations

• Parallel training of Deep Neural Networks with Natural Gradient and Parameter Averaging

  Daniel Povey;Xiaohui Zhang;Sanjeev Khudanpur

  445
  Citations

• Deep neural network-based speaker embeddings for end-to-end speaker verification

  David Snyder;Pegah Ghahremani;Daniel Povey;Daniel Garcia-Romero

  415
  Citations

• Improving deep neural network acoustic models using generalized maxout networks

  Xiaohui Zhang;Jan Trmal;Daniel Povey;Sanjeev Khudanpur

  378
  Citations

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

  Daniel Povey;Lukáš Burget;Mohit Agarwal;Pinar Akyazi

  377
  Citations

• fMPE: discriminatively trained features for speech recognition

  D. Povey;B. Kingsbury;L. Mangu;G. Saon

  375
  Citations