21 lines
1.1 KiB
Markdown
21 lines
1.1 KiB
Markdown
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# Models
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This directory contains the various Magenta models.
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## Generators
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All generators for NoteSequence-based models should expose their generator
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functionality by implementing the BaseSequenceGenerator abstract class defined
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in
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[lib/sequence_generator.py](https://github.com/tensorflow/magenta/blob/master/magenta/music/sequence_generator.py).
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This allows all generators to communicate with a standard protocol (defined in
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[protobuf/genator.proto](https://github.com/tensorflow/magenta/blob/master/magenta/protobuf/generator.proto))
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and will make it easier for various interfaces (e.g., MIDI controllers) to
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communicate with any model.
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Note that the Melody models share a common implementation of the
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BaseSequenceGenerator interface in
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[MelodyRnnSequenceGenerator](https://github.com/tensorflow/magenta/blob/master/magenta/models/shared/melody_rnn_sequence_generator.py),
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which they then invoke using the generate scripts in each model's directory
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(e.g.,
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[attention_rnn_generate.py](https://github.com/tensorflow/magenta/blob/master/magenta/models/attention_rnn/attention_rnn_generate.py)).
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