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#!/usr/bin/env python | ||
'''Convert JAMS to MIREX pattern discovery format | ||
Example usage: | ||
./jams_to_mirex_pattern.py /path/to/file.jams outputname | ||
''' | ||
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import csv | ||
import json | ||
import sys | ||
from argparse import ArgumentParser | ||
import os | ||
import jams | ||
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def parse_arguments(args): | ||
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parser = ArgumentParser(description='Parse JAMS annotations into the MIREX Pattern Discovery task format') | ||
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parser.add_argument('infile', type=str, help='Input JAMS file') | ||
parser.add_argument('output_prefix', type=str, | ||
help='Prefix for output lab files') | ||
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return vars(parser.parse_args(args)) | ||
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def run(infile='', output_prefix='annotation'): | ||
with open(infile, 'r') as fdesc: | ||
x = json.load(fdesc) | ||
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record = [] | ||
for elem in x["annotations"]: | ||
# looping through the annotators | ||
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metadata = elem["annotation_metadata"] | ||
namespace = elem["namespace"] | ||
anno = metadata["annotator"] | ||
d = elem["data"] | ||
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with open('{1}_{0}.txt'.format(anno, output_prefix), 'w') as text_file: | ||
text_file.write("Pattern1" + "\n") | ||
text_file.write("Occ1" + "\n") | ||
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pcount = 1 | ||
ocount = 1 | ||
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initpid = d[0]["value"]["pattern_id"] | ||
initocc = d[0]["value"]["occurrence_id"] | ||
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pastpid = initpid | ||
pastoid = initocc | ||
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for y in d: | ||
# lopping through the events given an annotator | ||
time = y["time"] | ||
dur = y["duration"] | ||
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pid = y["value"]["pattern_id"] | ||
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if pid != pastpid: | ||
pcount += 1 | ||
ocount = 1 | ||
text_file.write("Pattern"+str(pcount)+"\n") | ||
text_file.write("Occ"+str(ocount)+"\n") | ||
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midip = y["value"]["midi_pitch"] | ||
morphp = y["value"]["morph_pitch"] | ||
staff = y["value"]["staff"] | ||
occid = y["value"]["occurrence_id"] | ||
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if occid != pastoid: | ||
ocount += 1 | ||
text_file.write("Occ"+str(ocount)+"\n") | ||
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c = y["confidence"] | ||
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pastpid = pid | ||
pastoid = occid | ||
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text_file.write(str(time)+", "+str(midip)+"\n") | ||
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if __name__ == '__main__': | ||
params = parse_arguments(sys.argv[1:]) | ||
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x = open('/path/to/file.jams').read() | ||
x = json.loads(x) | ||
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record = [] | ||
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for x in x["annotations"]: | ||
# looping through the annotators | ||
metadata = x["annotation_metadata"] | ||
namespace = x["namespace"] | ||
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# annotator names | ||
anno = metadata["annotator"] | ||
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# actual data of annotation | ||
d = x["data"] | ||
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# open file to write to the MIREX pattern discovery format | ||
text_file = open("anno{0}.txt".format(anno), "w") | ||
text_file.write("Pattern1"+"\n") | ||
text_file.write("Occ1"+"\n") | ||
pcount = 1 # keep pattern count | ||
ocount = 1 # keep pattern occurrence count | ||
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pastpid = 1 # initiatise the pattern count to compare for a change | ||
pastoid = 1 # initiatise the occurrence count to compare for a change | ||
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initpid = d[0]["value"]["pattern_id"] | ||
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for y in d: | ||
# lopping through the events given an annotator | ||
time = y["time"] | ||
dur = y["duration"] | ||
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pid = y["value"]["pattern_id"] | ||
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# update the pattern count when there is a change in the pattern id in the jams file | ||
if pid != pastpid: | ||
pcount += 1 | ||
ocount = 0 | ||
text_file.write("Pattern"+str(pcount)+"\n") | ||
text_file.write("Occ1"+"\n") | ||
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midip = y["value"]["midi_pitch"] | ||
morphp = y["value"]["morph_pitch"] | ||
staff = y["value"]["staff"] | ||
occid = y["value"]["occurrence_id"] | ||
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if occid != pastoid: | ||
ocount += 1 | ||
text_file.write("Occ"+str(ocount)+"\n") | ||
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c = y["confidence"] | ||
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# keep a record of the last pattern count to compare with for a change | ||
pastpid = pid | ||
pastoid = occid | ||
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# write the actual (time, pitch) pairs | ||
text_file.write(str(time)+", "+str(midip)+"\n") | ||
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text_file.close() | ||
run(**params) |