Data from: A single microphone noise reduction algorithm based on the detection and reconstruction of spectro-temporal features

Lee TP, Theunissen FE

Date Published: December 21, 2015

DOI: http://dx.doi.org/10.5061/dryad.bn410

 

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Description The data provided below should be enough to reproduce the primary data figures in the paper. They are organized in the order in which they appear in the paper. Each CSV file contains 11 columns: - Algorithm: The name of the algorithm being tested - Number: Stimulus ID - SNR: Input SNR (dB) of the stimulus - Composite Signal: Composite estimate of speech distortion - Composite Background: Composite estimate of background intrusiveness - Composite Overall: Composite estimate of overall quality - STOI: Short-time objective intelligibility - LLR: Log-likelihood ratio - Segmental SNR: Output segmental SNR (dB) - PESQ: Perceptual estimate of sound quality - WSS: Weighted spectral slope Figure 5 - 1_speakers_speech_shaped_noise.csv - 16_speakers_speech_shaped_noise.csv Figure 7 - 1_speakers_babble.csv - 16_speakers_babble.csv Figure 8 - delays_babble.csv - delays_speech_shaped_noise.csv Supplementary Figure 2 - 16_speakers_cafe.csv - 16_speakers_car.csv - 16_speakers_home.csv - 16_speakers_largetrain_babble.csv - 16_speakers_largetrain_speech_shaped_noise.csv - 16_speakers_reverberant.csv - 16_speakers_street.csv Supplementary Figure 3 - all_speakers_airport.csv - all_speakers_birds.csv - all_speakers_machine.csv - all_speakers_ocean.csv - all_speakers_pinknoise.csv - all_speakers_rain.csv - all_speakers_rainforest.csv - all_speakers_station.csv - all_speakers_theater.csv - all_speakers_train.csv - all_speakers_whitenoise.csv - all_speakers_wind.csv
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When using this data, please cite the original publication:

Lee TP, Theunissen FE (2015) A single microphone noise reduction algorithm based on the detection and reconstruction of spectro-temporal features. Proceedings of the Royal Society A 471(2184). http://dx.doi.org/10.1098/rspa.2015.0309

Additionally, please cite the Dryad data package:

Lee TP, Theunissen FE (2015) Data from: A single microphone noise reduction algorithm based on the detection and reconstruction of spectro-temporal features. Dryad Digital Repository. http://dx.doi.org/10.5061/dryad.bn410
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