Concepedia

Vimal Manohar

VM

25

Publications

2.2K

Citations

21

H-Index

2014

Active since

Affiliations

Johns Hopkins University(Current)

Institute for Language and Speech Processing

University of Washington

Toyota Technological Institute at Chicago

Massachusetts Institute of Technology

Vimal Manohar is an author at Johns Hopkins University specializing in engineering, speech recognition, and speech processing.

Top concepts

EngineeringSpeech RecognitionSpeech ProcessingComputer ScienceDeep LearningData ScienceMachine LearningNatural Language ProcessingSpeech CommunicationLinguistics

Publications per year

2014–2023

25

Publications

25

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

Daniel Povey, Vijayaditya Peddinti, Daniel Gálvez et al. · 2016 · 790 citations

Sequence Modelling, Engineering, Machine Learning +8

CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings

Shinji Watanabe, Michael Mandel, Jon Barker et al. · 2020 · 235 citations

Engineering, Machine Learning, Chime Speech Separation +17

Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge

Gregory Sell, David Snyder, Alan McCree et al. · 2018 · 216 citations

Artificial Intelligence, Inaugural Dihard Challenge, Performance Studies +1

JHU ASpIRE system: Robust LVCSR with TDNNS, iVector adaptation and RNN-LMS

Vijayaditya Peddinti, Guoguo Chen, Vimal Manohar et al. · 2015 · 97 citations

Engineering, Machine Learning, Neural Network +21

An Exploration of Dropout with LSTMs

Gaofeng Cheng, Vijayaditya Peddinti, Daniel Povey et al. · 2017 · 97 citations

Sequence Modelling, Engineering, Machine Learning +6

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