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Generating Time: Rhythmic Perception, Prediction and Production with Recurrent Neural Networks

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Figure

Figure 1: Metrical levels marked with GTTM’s “dot notation”. The pulse level in this score wouldbe at the crotchet (quarter note) level.
Figure 2: Amplitudes of connectivity matrix. Connections have formed at high-order integer ratiorelationships.
Figure 4: A single LSTM memory block showing (A) input, (B) output, (C) CEC, (D) input gate,(E) output gate, (F) forget gate and (G) peephole connections.
Figure 5: An overview of our GFNN-LSTM system showing (A) audio input, (B) mid-level
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