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week 27.03 02.04.2017
matthijs van keirsbilck edited this page Apr 2, 2017
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- nice Lasagne TIMIT
- tensorflow SR: Wavenet -> example how to use sequence length?
- inputs with variable length input sequence
- audio input to LSTM: format
- lots of stuff improved on last week's work (preprocessing etc) -> see there for explanations
- wrong input shape? not all input files same size (some WAV longer than others) -> when stored in numpy array, data.shape = (4512,) instead of (4512,300,26)
- need to add a Sequence_length to each input?
- need to pad with zeros and add mask somehow? How to train properly?