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Computer accessibility / Speech recognition / Microphone array / Reverberation / Acoustics / Microphone / Hidden Markov model / Science / Information science / Computational linguistics / Human–computer interaction / Automatic identification and data capture


IMPACT OF SINGLE-MICROPHONE DEREVERBERATION ON DNN-BASED MEETING TRANSCRIPTION SYSTEMS Takuya Yoshioka†,‡ , Xie Chen† , Mark J. F. Gales† †Cambridge University Engineering Department, Cambridge, UK ‡NTT Commu
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Document Date: 2014-03-11 09:25:13


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City

Kyoto / Cambridge / Lincoln / /

Company

FBANK / NTT Communication Science Laboratories / Hybrid/FBANK / HMM Tandem/MFCC Hybrid/MFCC Hybrid/FBANK Hybrid/FBANK / Toshiba Research Europe Ltd / /

Country

Japan / /

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Event

Reorganization / /

IndustryTerm

speech recognition systems / employed confusion network / log mel-filter bank channel outputs / tandem systems / deep belief networks / neural network / log mel-filter bank features / large scale in-car speech recognition task / context-depencent deep neural networks / dereverberation processing / front-end processing / dereverberation algorithm / dereverberation processing offers / neural networks / ubiquitous recording devices / automatic speech recognition systems / microphone array processing / less sophisticated systems / noise reduction algorithm / front-end processor / web data / front-end processing approach / deep neural networks / mel-filter bank outputs / /

MusicAlbum

SPEECH / /

Organization

Cambridge Research Lab. / Mark J. F. Gales† †Cambridge University Engineering Department / /

Person

J. Kadlec / V / Mark J. F. Gales / /

Position

online speaker / speaker / applying speaker / /

Product

Sangean Table Top Portable Audio Device / /

PublishedMedium

Machine Learning / /

RadioStation

DNN / /

Technology

speech recognition / neural network / cepstral-domain MMSE noise reduction algorithm / smartphones / beamforming algorithm / front-end processor / Machine Learning / STFT-domain dereverberation algorithm / BeamformIt algorithm / speech recognition system / /

URL

www.idiap.ch/dataset/ami / /

SocialTag