I made available VGG16, VGG19, ResNet50: Keras code +ImageNet weights for both TF and Theano.https://github.com/fchollet/deep-learning-models …
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We have a complete ASR workflow in Torch, would love to port it over to Keras, just need some good CNN>LSTM examples to build on.
we actually do have a number of CNN + LSTM examples in the main repo. Looking for something specific?
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audio > spectrogram (2d matrix, y axis is frequency, x is time), 2Dmat > convnet, then slide it by time.pic.twitter.com/QqmCk0PwQu
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the raw output of the conv net needs to be passed through the LSTM by time. Ideal for speech.https://arxiv.org/abs/1512.02595
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