2014 · 12 citations · 22 references
EngineeringSound QualitySpeech EnhancementAcoustic ModelingSpeech RecognitionSpatial AudioAudio Signal ProcessingAudio AnalysisNoiseRobust Speech RecognitionNoisy Reverberant EnvironmentsClean SpeechHealth SciencesTime-frequency WeightingSpeech PerceptionSpeech ReinforcementSignal ProcessingSpeech CommunicationSpeech ProcessingPerceptual Distortion Measure
In this paper, a time-frequency weighting is proposed for speech reinforcement (near-end listening enhancement) in a noisy and reverberant environment, which optimizes a perceptual distortion measure locally for each time-frequency bin. The algorithm acts as a dynamic range compressor, smearing out the energy of the clean speech along time. Simulations predict an intelligibility increase with respect to the unprocessed condition and two reference methods, for moderate smoothing windows, as measured by the optimized distortion measure and two objective intelligibility measures.
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Darpa Timit Acoustic-Phonetic Continuous Speech Corpus CD-ROM {TIMIT} | NIST
John S. Garofolo, Lori Lamel, William M. Fisher et al. · 1993 · 679 citations
Koenraad S. Rhebergen, Niek J. Versfeld · The Journal of the Acoustical Society of America · 2005 · 283 citations · Full text
Engineering, Speech Reception Threshold, Speech Intelligibility +20