+#! /usr/bin/env python
+# -*- coding: utf-8 -*-
+
+"""aubio command line tool
+
+This file was written by Paul Brossier <piem@aubio.org> and is released under
+the GNU/GPL v3.
+
+Note: this script is mostly about parsing command line arguments. For more
+readable code examples, check out the `python/demos` folder."""
+
+import sys
+import argparse
+import aubio
+
+def aubio_parser():
+ epilog = 'use "%(prog)s <command> --help" for more info about each command'
+ parser = argparse.ArgumentParser(epilog=epilog)
+ parser.add_argument('-V', '--version', help="show version",
+ action="store_true", dest="show_version")
+
+ subparsers = parser.add_subparsers(dest='command',
+ description="", metavar="<command>")
+
+ # onset subcommand
+ subparser = subparsers.add_parser('onset',
+ help='get onset times',
+ formatter_class = argparse.ArgumentDefaultsHelpFormatter)
+ parser_add_input(subparser)
+ parser_add_buf_hop_size(subparser)
+ helpstr = "onset novelty function"
+ helpstr += " <default|energy|hfc|complex|phase|specdiff|kl|mkl|specflux>"
+ parser_add_method(subparser, helpstr=helpstr)
+ parser_add_threshold(subparser)
+ parser_add_silence(subparser)
+ parser_add_minioi(subparser)
+ parser_add_time_format(subparser)
+ parser_add_verbose_help(subparser)
+ subparser.set_defaults(process=process_onset)
+
+ # pitch subcommand
+ subparser = subparsers.add_parser('pitch',
+ help='extract fundamental frequency')
+ parser_add_input(subparser)
+ parser_add_buf_hop_size(subparser, buf_size=2048)
+ helpstr = "pitch detection method <default|yinfft|yin|mcomb|fcomb|schmitt>"
+ parser_add_method(subparser, helpstr=helpstr)
+ parser_add_threshold(subparser)
+ parser_add_silence(subparser)
+ parser_add_time_format(subparser)
+ parser_add_verbose_help(subparser)
+ subparser.set_defaults(process=process_pitch)
+
+ # tempo subcommand
+ subparser = subparsers.add_parser('beat',
+ help='get locations of beats')
+ parser_add_input(subparser)
+ parser_add_buf_hop_size(subparser, buf_size=1024, hop_size=512)
+ parser_add_time_format(subparser)
+ parser_add_verbose_help(subparser)
+ subparser.set_defaults(process=process_tempo)
+
+ # notes subcommand
+ subparser = subparsers.add_parser('notes',
+ help='get midi-like notes')
+ parser_add_input(subparser)
+ parser_add_buf_hop_size(subparser)
+ parser_add_time_format(subparser)
+ parser_add_verbose_help(subparser)
+ subparser.set_defaults(process=process_notes)
+
+ # mfcc subcommand
+ subparser = subparsers.add_parser('mfcc',
+ help='extract mel-frequency cepstrum coefficients')
+ parser_add_input(subparser)
+ parser_add_buf_hop_size(subparser)
+ parser_add_time_format(subparser)
+ parser_add_verbose_help(subparser)
+ subparser.set_defaults(process=process_mfcc)
+
+ # melbands subcommand
+ subparser = subparsers.add_parser('melbands',
+ help='extract mel-frequency energies per band')
+ parser_add_input(subparser)
+ parser_add_buf_hop_size(subparser)
+ parser_add_time_format(subparser)
+ parser_add_verbose_help(subparser)
+ subparser.set_defaults(process=process_melbands)
+
+ return parser
+
+def parser_add_input(parser):
+ parser.add_argument("source_uri", default=None, nargs='?',
+ help="input sound file to analyse", metavar = "<source_uri>")
+ parser.add_argument("-i", "--input", dest = "source_uri2",
+ help="input sound file to analyse", metavar = "<source_uri>")
+ parser.add_argument("-r", "--samplerate",
+ metavar = "<freq>", type=int,
+ action="store", dest="samplerate", default=0,
+ help="samplerate at which the file should be represented")
+
+def parser_add_verbose_help(parser):
+ parser.add_argument("-v","--verbose",
+ action="count", dest="verbose", default=1,
+ help="make lots of noise [default]")
+ parser.add_argument("-q","--quiet",
+ action="store_const", dest="verbose", const=0,
+ help="be quiet")
+
+def parser_add_buf_hop_size(parser, buf_size=512, hop_size=256):
+ parser.add_argument("-B","--bufsize",
+ action="store", dest="buf_size", default=buf_size,
+ metavar = "<size>", type=int,
+ help="buffer size [default=%d]" % buf_size)
+ parser.add_argument("-H","--hopsize",
+ metavar = "<size>", type=int,
+ action="store", dest="hop_size", default=hop_size,
+ help="overlap size [default=%d]" % hop_size)
+
+def parser_add_method(parser, method='default', helpstr='method'):
+ parser.add_argument("-m","--method",
+ metavar = "<method>", type=str,
+ action="store", dest="method", default=method,
+ help="%s [default=%s]" % (helpstr, method))
+
+def parser_add_threshold(parser, default=None):
+ parser.add_argument("-t","--threshold",
+ metavar = "<threshold>", type=float,
+ action="store", dest="threshold", default=default,
+ help="threshold [default=%s]" % default)
+
+def parser_add_silence(parser):
+ parser.add_argument("-s", "--silence",
+ metavar = "<value>", type=float,
+ action="store", dest="silence", default=-70,
+ help="silence threshold")
+
+def parser_add_minioi(parser):
+ parser.add_argument("-M", "--minioi",
+ metavar = "<value>", type=str,
+ action="store", dest="minioi", default="12ms",
+ help="minimum Inter-Onset Interval")
+
+def parser_add_time_format(parser):
+ helpstr = "select time values output format (samples, ms, seconds)"
+ helpstr += " [default=seconds]"
+ parser.add_argument("-T", "--time-format",
+ metavar='format',
+ dest="time_format",
+ default=None,
+ help=helpstr)
+
+# some utilities
+
+def parse_options(args, valid_opts):
+ options = {k :v for k,v in vars(args).items() if k in valid_opts}
+ return options
+
+def remap_pvoc_options(options):
+ # remap buf_size to win_s, hop_size to hop_s
+ # FIXME: adjust python/ext/py-phasevoc.c to understand buf_size/hop_size
+ options['win_s'] = options['buf_size']
+ del options['buf_size']
+ options['hop_s'] = options['hop_size']
+ del options['hop_size']
+ return options
+
+def samples2seconds(n_frames, samplerate):
+ return "%f\t" % (n_frames / float(a_source.samplerate))
+
+def samples2milliseconds(n_frames, samplerate):
+ return "%f\t" % (1000. * n_frames / float(a_source.samplerate))
+
+def samples2samples(n_frames, samplerate):
+ return "%d\t" % n_frames
+
+def timefunc(mode):
+ if mode is None or mode == 'seconds' or mode == 's':
+ return samples2seconds
+ elif mode == 'ms' or mode == 'milliseconds':
+ return samples2milliseconds
+ elif mode == 'samples':
+ return samples2samples
+ else:
+ raise ValueError('invalid time format %s' % mode)
+
+# definition of processing classes
+
+class default_process(object):
+ def __init__(self, args):
+ if 'time_format' in args:
+ self.time2string = timefunc(args.time_format)
+ if args.verbose > 2 and hasattr(self, 'options'):
+ name = type(self).__name__.split('_')[1]
+ optstr = ' '.join(['running', name, 'with options', repr(self.options), '\n'])
+ sys.stderr.write(optstr)
+
+class process_onset(default_process):
+ valid_opts = ['method', 'hop_size', 'buf_size', 'samplerate']
+ def __init__(self, args):
+ self.options = parse_options(args, self.valid_opts)
+ self.onset = aubio.onset(**self.options)
+ if args.threshold is not None:
+ self.onset.set_threshold(args.threshold)
+ if args.minioi:
+ if args.minioi.endswith('ms'):
+ self.onset.set_minioi_ms(float(args.minioi[:-2]))
+ elif args.minioi.endswith('s'):
+ self.onset.set_minioi_s(float(args.minioi[:-1]))
+ else:
+ self.onset.set_minioi(int(args.minioi))
+ if args.silence:
+ self.onset.set_silence(args.silence)
+ super(process_onset, self).__init__(args)
+ def __call__(self, block):
+ return self.onset(block)
+ def repr_res(self, res, frames_read, a_source):
+ if res[0] != 0:
+ outstr = self.time2string(self.onset.get_last(), a_source.samplerate)
+ sys.stdout.write(outstr + '\n')
+
+class process_pitch(default_process):
+ valid_opts = ['method', 'hop_size', 'buf_size', 'samplerate']
+ def __init__(self, args):
+ self.options = parse_options(args, self.valid_opts)
+ self.pitch = aubio.pitch(**self.options)
+ if args.threshold is not None:
+ self.pitch.set_tolerance(args.threshold)
+ if args.silence is not None:
+ self.pitch.set_silence(args.silence)
+ super(process_pitch, self).__init__(args)
+ def __call__(self, block):
+ return self.pitch(block)
+ def repr_res(self, res, frames_read, a_source):
+ fmt_out = self.time2string(frames_read, a_source.samplerate)
+ sys.stdout.write(fmt_out + "%.6f\n" % res[0])
+
+class process_tempo(default_process):
+ valid_opts = ['method', 'hop_size', 'buf_size', 'samplerate']
+ def __init__(self, args):
+ self.options = parse_options(args, self.valid_opts)
+ self.tempo = aubio.tempo(**self.options)
+ super(process_tempo, self).__init__(args)
+ def __call__(self, block):
+ return self.tempo(block)
+ def repr_res(self, res, frames_read, a_source):
+ if res[0] != 0:
+ outstr = self.time2string(self.tempo.get_last(), a_source.samplerate)
+ sys.stdout.write(outstr + '\n')
+
+class process_notes(default_process):
+ valid_opts = ['method', 'hop_size', 'buf_size', 'samplerate']
+ def __init__(self, args):
+ self.options = parse_options(args, self.valid_opts)
+ self.notes = aubio.notes(**self.options)
+ super(process_notes, self).__init__(args)
+ def __call__(self, block):
+ return self.notes(block)
+ def repr_res(self, res, frames_read, a_source):
+ if res[2] != 0: # note off
+ fmt_out = self.time2string(frames_read, a_source.samplerate)
+ sys.stdout.write(fmt_out + '\n')
+ if res[0] != 0: # note on
+ lastmidi = res[0]
+ fmt_out = "%f\t" % lastmidi
+ fmt_out += self.time2string(frames_read, a_source.samplerate)
+ sys.stdout.write(fmt_out) # + '\t')
+
+class process_mfcc(default_process):
+ def __init__(self, args):
+ valid_opts = ['hop_size', 'buf_size']
+ options = parse_options(args, valid_opts)
+ self.options = remap_pvoc_options(options)
+ self.pv = aubio.pvoc(**options)
+
+ valid_opts = ['buf_size', 'n_filters', 'n_coeffs', 'samplerate']
+ options = parse_options(args, valid_opts)
+ self.mfcc = aubio.mfcc(**options)
+ self.options.update(options)
+
+ super(process_mfcc, self).__init__(args)
+
+ def __call__(self, block):
+ fftgrain = self.pv(block)
+ return self.mfcc(fftgrain)
+ def repr_res(self, res, frames_read, a_source):
+ fmt_out = self.time2string(frames_read, a_source.samplerate)
+ fmt_out += ' '.join(["% 9.7f" % f for f in res.tolist()])
+ sys.stdout.write(fmt_out + '\n')
+
+class process_melbands(default_process):
+ def __init__(self, args):
+ self.args = args
+ valid_opts = ['hop_size', 'buf_size']
+ options = parse_options(args, valid_opts)
+ options = remap_pvoc_options(options)
+ self.pv = aubio.pvoc(**options)
+
+ valid_opts = ['buf_size', 'n_filters']
+ options = {k :v for k,v in vars(args).items() if k in valid_opts}
+ # FIXME
+ options['win_s'] = options['buf_size']
+ del options['buf_size']
+ self.filterbank = aubio.filterbank(**options)
+ self.filterbank.set_mel_coeffs_slaney(args.samplerate)
+
+ super(process_melbands, self).__init__(args)
+ def __call__(self, block):
+ fftgrain = self.pv(block)
+ return self.filterbank(fftgrain)
+ def repr_res(self, res, frames_read, a_source):
+ fmt_out = self.time2string(frames_read, a_source.samplerate)
+ fmt_out += ' '.join(["% 9.7f" % f for f in res.tolist()])
+ sys.stdout.write(fmt_out + '\n')
+
+if __name__ == '__main__':
+ parser = aubio_parser()
+ args = parser.parse_args()
+ if args.show_version or ('verbose' in args and args.verbose > 3):
+ sys.stdout.write('aubio version ' + aubio.version + '\n')
+ if args.show_version and args.command is None:
+ sys.exit(0)
+ if args.command is None:
+ sys.stderr.write("Error: a command is required\n")
+ parser.print_help()
+ sys.exit(1)
+ elif not args.source_uri and not args.source_uri2:
+ sys.stderr.write("Error: a source is required\n")
+ parser.print_help()
+ sys.exit(1)
+ elif args.source_uri2 is not None:
+ args.source_uri = args.source_uri2
+ try:
+ # open source_uri
+ with aubio.source(args.source_uri, hop_size=args.hop_size,
+ samplerate=args.samplerate) as a_source:
+ args.samplerate = a_source.samplerate
+ # create the processor for this subcommand
+ processor = args.process(args)
+ frames_read = 0
+ while True:
+ # read new block from source
+ block, read = a_source()
+ # execute processor on this block
+ res = processor(block)
+ # print results for this block
+ if args.verbose > 0:
+ processor.repr_res(res, frames_read, a_source)
+ # increment total number of frames read
+ frames_read += read
+ # exit loop at end of file
+ if read < a_source.hop_size: break
+ # special case for notes
+ if args.command == 'notes':
+ eof = processor.time2string(frames_read, a_source.samplerate)
+ sys.stdout.write(eof + '\n')
+ sys.stdout.flush()
+ if args.verbose > 1:
+ fmt_string = "read {:.2f}s"
+ fmt_string += " ({:d} samples in {:d} blocks of {:d})"
+ fmt_string += " from {:s} at {:d}Hz\n"
+ sys.stderr.write(fmt_string.format(
+ frames_read/float(a_source.samplerate),
+ frames_read,
+ frames_read // a_source.hop_size + 1,
+ a_source.hop_size,
+ a_source.uri,
+ a_source.samplerate))
+ except KeyboardInterrupt as e:
+ sys.exit(1)
projects / aubio.git / commitdiff