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superbock avatar superbock commented on May 25, 2024

madmom does not have such a sophisticated process management, so you need to do this by yourself, i.e. wrap the beat tempo sub-pipelines in a parallel processor and use in_processor to feed it.

in_processor = madmom.features.beats.RNNBeatProcessor(**kwargs)

beat_tracker = madmom.features.beats.DBNBeatTrackingProcessor(**kwargs)
beat_processor = madmom.processors.IOProcessor(beat_tracker, beat_callback)

tempo_estimator = madmom.features.tempo.TempoEstimationProcessor(**kwargs)
tempo_processor = madmom.processors.IOProcessor(tempo_estimator, tempo_callback)

parallel_processor = madmom.processors.ParallelProcessor([beat_processor, tempo_processor], num_threads=2)

pipeline = madmom.processors.SequentialProcessor(in_processor, parallel_processor)
madmom.processors.process_online(pipeline, **kwargs)

However, you have to make sure the your beat_callback and tempo_callback accept two arguments (data, output).

HTH,

from madmom.

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