Trainable Windowing Coefficients in DNN for Raw Audio Classification

Author:

García Mario AlejandroORCID,Destéfanis Eduardo Atilio,Rosset Ana LorenaORCID

Publisher

Springer International Publishing

Reference48 articles.

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2. Sainath, T.N., Kingsbury, B., Mohamed, A.R., Ramabhadran, B.: Learning filter banks within a deep neural network framework. In: 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, pp. 297–302. IEEE (2013)

3. Sainath, T.N., Weiss, R.J., Senior, A., Wilson, K.W., Vinyals, O.: Learning the speech front-end with raw waveform CLDNNS. In: Sixteenth Annual Conference of the International Speech Communication Association (2015)

4. Hoshen, Y., Weiss, R.J., Wilson, K.W.: Speech acoustic modeling from raw multichannel waveforms. In: 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4624–4628. IEEE (2015)

5. Tüske, Z., Golik, P., Schlüter, R., Ney, H.: Acoustic modeling with deep neural networks using raw time signal for LVCSR. In: Fifteenth Annual Conference of the International Speech Communication Association (2014)

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