shithub: aubio

Download patch

ref: 81abf91330f10375a9705cf3cd6a3ee74140fc24
parent: 92948abf82b73f3d22e4e0c208eab19e28fbd32b
parent: 4bc10e20d16aaaefc7d6b4942a666facddd8e090
author: Paul Brossier <piem@piem.org>
date: Tue Oct 30 09:22:06 EDT 2018

Merge branch 'master' into feature/cdocstrings

--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -1,17 +1,19 @@
 #  configuration file for azure continuous integration
 jobs:
+
 - job: linux
   pool:
     vmImage: 'Ubuntu 16.04'
-
   steps:
   - script: |
       make
     displayName: 'make'
+    env:
+      CFLAGS: -Werror
+
 - job: windows
   pool:
     vmIMage: 'VS2017-Win2016'
-
   steps:
   - script: |
       make
@@ -23,7 +25,6 @@
 - job: macos
   pool:
     vmIMage: macOS-10.13
-
   steps:
   - script: |
       brew update
@@ -33,3 +34,5 @@
   - script: |
       make
     displayName: 'make'
+    env:
+      CFLAGS: -Werror
--- a/doc/about.rst
+++ b/doc/about.rst
@@ -59,7 +59,7 @@
 License
 -------
 
-aubio is a `free <http://www.debian.org/intro/free>`_ and `open source
+aubio is a `free <https://www.debian.org/intro/free>`_ and `open source
 <http://www.opensource.org/docs/definition.php>`_ software; **you** can
 redistribute it and/or modify it under the terms of the `GNU
 <https://www.gnu.org/>`_ `General Public License
--- a/doc/aubiomfcc.txt
+++ b/doc/aubiomfcc.txt
@@ -51,7 +51,7 @@
   according to Malcolm Slaney's Auditory Toolbox, available at the following
   url:
 
-  http://cobweb.ecn.purdue.edu/~malcolm/interval/1998-010/ (see file mfcc.m)
+  https://engineering.purdue.edu/~malcolm/interval/1998-010/ (see file mfcc.m)
 
 SEE ALSO
 
--- a/doc/aubionotes.txt
+++ b/doc/aubionotes.txt
@@ -6,7 +6,7 @@
   aubionotes source
   aubionotes [[-i] source]
              [-r rate] [-B win] [-H hop]
-             [-O method] [-t thres]
+             [-O method] [-t thres] [-d drop]
              [-p method] [-u unit] [-l thres]
              [-T time-format]
              [-s sil]
@@ -67,6 +67,10 @@
   -s, --silence sil  Set the silence threshold, in dB, under which the pitch
   will not be detected. A value of -20.0 would eliminate most onsets but the
   loudest ones. A value of -90.0 would select all onsets. Defaults to -90.0.
+
+  -d, --release-drop  Set the release drop threshold, in dB. If the level is
+  found to drop more than this amount since the last note has started, the
+  note will be turned-off. Defaults to 10.
 
   -T, --timeformat format  Set time format (samples, ms, seconds). Defaults to
   seconds.
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -45,7 +45,7 @@
 
 # General information about the project.
 project = u'aubio'
-copyright = u'2016, Paul Brossier'
+copyright = u'2018, Paul Brossier'
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
--- a/doc/python_module.rst
+++ b/doc/python_module.rst
@@ -79,4 +79,3 @@
 .. _python demos folder: https://github.com/aubio/aubio/blob/master/python/demos
 .. _demo_filter.py: https://github.com/aubio/aubio/blob/master/python/demos/demo_filter.py
 .. _python tests: https://github.com/aubio/aubio/blob/master/python/tests
-
--- a/examples/aubionotes.c
+++ b/examples/aubionotes.c
@@ -21,6 +21,7 @@
 #include "utils.h"
 #define PROG_HAS_PITCH 1
 #define PROG_HAS_ONSET 1
+#define PROG_HAS_NOTES 1
 #define PROG_HAS_SILENCE 1
 #define PROG_HAS_JACK 1
 // TODO add PROG_HAS_OUTPUT
@@ -80,6 +81,12 @@
     if (aubio_notes_set_silence (notes, silence_threshold) != 0) {
       errmsg ("failed setting notes silence threshold to %.2f\n",
           silence_threshold);
+    }
+  }
+  if (release_drop != 10.) {
+    if (aubio_notes_set_release_drop (notes, release_drop) != 0) {
+      errmsg ("failed setting notes release drop to %.2f\n",
+          release_drop);
     }
   }
 
--- a/examples/parse_args.h
+++ b/examples/parse_args.h
@@ -47,6 +47,7 @@
 extern char_t * tempo_method;
 // more general stuff
 extern smpl_t silence_threshold;
+extern smpl_t release_drop;
 extern uint_t mix_input;
 // midi tap
 extern smpl_t miditap_note;
@@ -107,6 +108,10 @@
       "       -s      --silence          select silence threshold\n"
       "                 a value in dB, for instance -70, or -100; default=-90\n"
 #endif /* PROG_HAS_SILENCE */
+#ifdef PROG_HAS_NOTES
+      "       -d      --release-drop     select release drop threshold\n"
+      "                 a positive value in dB; default=10\n"
+#endif
       "       -T      --time-format      select time values output format\n"
       "                 (samples, ms, seconds) default=seconds\n"
 #ifdef PROG_HAS_OUTPUT
@@ -157,6 +162,9 @@
 #ifdef PROG_HAS_SILENCE
     "s:"
 #endif /* PROG_HAS_SILENCE */
+#ifdef PROG_HAS_NOTES
+    "d:"
+#endif /* PROG_HAS_SILENCE */
 #ifdef PROG_HAS_OUTPUT
     "mf"
 #endif /* PROG_HAS_OUTPUT */
@@ -192,6 +200,9 @@
 #ifdef PROG_HAS_SILENCE
     {"silence",               1, NULL, 's'},
 #endif /* PROG_HAS_SILENCE */
+#ifdef PROG_HAS_NOTES
+    {"release-drop",          1, NULL, 'd'},
+#endif /* PROG_HAS_NOTES */
     {"time-format",           1, NULL, 'T'},
 #ifdef PROG_HAS_OUTPUT
     {"mix-input",             0, NULL, 'm'},
@@ -273,6 +284,9 @@
         break;
       case 's':                /* silence threshold */
         silence_threshold = (smpl_t) atof (optarg);
+        break;
+      case 'd':                /* release-drop threshold */
+        release_drop = (smpl_t) atof (optarg);
         break;
       case 'm':                /* mix_input flag */
         mix_input = 1;
--- a/examples/utils.c
+++ b/examples/utils.c
@@ -54,6 +54,7 @@
 char_t * tempo_method = "default";
 // more general stuff
 smpl_t silence_threshold = -90.;
+smpl_t release_drop = 10.;
 uint_t mix_input = 0;
 
 uint_t force_overwrite = 0;
--- a/python/demos/demo_bpm_extract.py
+++ b/python/demos/demo_bpm_extract.py
@@ -22,7 +22,7 @@
         elif params.mode in ['default']:
             pass
         else:
-            print("unknown mode {:s}".format(params.mode))
+            raise ValueError("unknown mode {:s}".format(params.mode))
     # manual settings
     if 'samplerate' in params:
         samplerate = params.samplerate
@@ -69,9 +69,9 @@
     parser = argparse.ArgumentParser()
     parser.add_argument('-m', '--mode',
             help="mode [default|fast|super-fast]",
-            dest="mode")
+            dest="mode", default='default')
     parser.add_argument('sources',
-            nargs='*',
+            nargs='+',
             help="input_files")
     args = parser.parse_args()
     for f in args.sources:
--- a/python/ext/aubiomodule.c
+++ b/python/ext/aubiomodule.c
@@ -237,7 +237,9 @@
   smpl_t input, samplerate, fftsize;
   smpl_t output;
 
-  if (!PyArg_ParseTuple (args, "|" AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR , &input, &samplerate, &fftsize)) {
+  if (!PyArg_ParseTuple (args,
+        "" AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR,
+        &input, &samplerate, &fftsize)) {
     return NULL;
   }
 
@@ -252,7 +254,9 @@
   smpl_t input, samplerate, fftsize;
   smpl_t output;
 
-  if (!PyArg_ParseTuple (args, "|" AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR , &input, &samplerate, &fftsize)) {
+  if (!PyArg_ParseTuple (args,
+        "" AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR,
+        &input, &samplerate, &fftsize)) {
     return NULL;
   }
 
@@ -267,7 +271,9 @@
   smpl_t input, samplerate, fftsize;
   smpl_t output;
 
-  if (!PyArg_ParseTuple (args, "|" AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR, &input, &samplerate, &fftsize)) {
+  if (!PyArg_ParseTuple (args,
+        "" AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR,
+        &input, &samplerate, &fftsize)) {
     return NULL;
   }
 
@@ -282,7 +288,9 @@
   smpl_t input, samplerate, fftsize;
   smpl_t output;
 
-  if (!PyArg_ParseTuple (args, "|" AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR, &input, &samplerate, &fftsize)) {
+  if (!PyArg_ParseTuple (args,
+        "" AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR AUBIO_NPY_SMPL_CHR,
+        &input, &samplerate, &fftsize)) {
     return NULL;
   }
 
--- a/python/ext/py-filterbank.c
+++ b/python/ext/py-filterbank.c
@@ -94,7 +94,7 @@
 
   if (self->vec.length != self->win_s / 2 + 1) {
     PyErr_Format(PyExc_ValueError,
-                 "input cvec has length %d, but fft expects length %d",
+                 "input cvec has length %d, but filterbank expects length %d",
                  self->vec.length, self->win_s / 2 + 1);
     return NULL;
   }
@@ -139,7 +139,7 @@
       &(self->freqs), samplerate);
   if (err > 0) {
     PyErr_SetString (PyExc_ValueError,
-        "error when setting filter to A-weighting");
+        "error when running set_triangle_bands");
     return NULL;
   }
   Py_RETURN_NONE;
@@ -158,7 +158,7 @@
   err = aubio_filterbank_set_mel_coeffs_slaney (self->o, samplerate);
   if (err > 0) {
     PyErr_SetString (PyExc_ValueError,
-        "error when setting filter to A-weighting");
+        "error when running set_mel_coeffs_slaney");
     return NULL;
   }
   Py_RETURN_NONE;
--- a/python/lib/aubio/cmd.py
+++ b/python/lib/aubio/cmd.py
@@ -101,6 +101,8 @@
             help='estimate midi-like notes (monophonic)')
     subparser.add_input()
     subparser.add_buf_hop_size()
+    subparser.add_silence()
+    subparser.add_release_drop()
     subparser.add_time_format()
     subparser.add_verbose_help()
     subparser.set_defaults(process=process_notes)
@@ -207,6 +209,12 @@
                 action="store", dest="silence", default=-70,
                 help="silence threshold")
 
+    def add_release_drop(self):
+        self.add_argument("-d", "--release-drop",
+                metavar = "<value>", type=float,
+                action="store", dest="release_drop", default=10,
+                help="release drop threshold")
+
     def add_minioi(self, default="12ms"):
         self.add_argument("-M", "--minioi",
                 metavar = "<value>", type=str,
@@ -247,6 +255,9 @@
                 metavar = "<slices>",
                 action = "store", dest = "cut_until_nslices", default = None,
                 help="how many extra slices should be added at the end of each slice")
+        self.add_argument("--create-first",
+                action = "store_true", dest = "create_first", default = False,
+                help="always include first slice")
 
 # some utilities
 
@@ -379,6 +390,10 @@
     def __init__(self, args):
         self.parse_options(args, self.valid_opts)
         self.notes = aubio.notes(**self.options)
+        if args.silence is not None:
+            self.notes.set_silence(args.silence)
+        if args.release_drop is not None:
+            self.notes.set_release_drop(args.release_drop)
         super(process_notes, self).__init__(args)
     def __call__(self, block):
         return self.notes(block)
@@ -499,7 +514,24 @@
 
 def main():
     parser = aubio_parser()
-    args = parser.parse_args()
+    if sys.version_info[0] != 3:
+        # on py2, create a dummy ArgumentParser to workaround the
+        # optional subcommand issue. See https://bugs.python.org/issue9253
+        # This ensures that:
+        #  - version string is shown when only '-V' is passed
+        #  - help is printed if  '-V' is passed with any other argument
+        #  - any other argument get forwarded to the real parser
+        parser_root = argparse.ArgumentParser(add_help=False)
+        parser_root.add_argument('-V', '--version', help="show version",
+                action="store_true", dest="show_version")
+        args, extras = parser_root.parse_known_args()
+        if args.show_version == False: # no -V, forward to parser
+            args = parser.parse_args(extras, namespace=args)
+        elif len(extras) != 0: # -V with other arguments, print help
+            parser.print_help()
+            sys.exit(1)
+    else: # in py3, we can simply use parser directly
+        args = parser.parse_args()
     if 'show_version' in args and args.show_version:
         sys.stdout.write('aubio version ' + aubio.version + '\n')
         sys.exit(0)
--- a/python/lib/aubio/cut.py
+++ b/python/lib/aubio/cut.py
@@ -101,7 +101,7 @@
 
     s = source(source_uri, samplerate, hopsize)
     if samplerate == 0:
-        samplerate = s.get_samplerate()
+        samplerate = s.samplerate
         options.samplerate = samplerate
 
     if options.beat:
@@ -150,7 +150,8 @@
         slice_source_at_stamps(options.source_uri,
                 timestamps, timestamps_end = timestamps_end,
                 output_dir = options.output_directory,
-                samplerate = options.samplerate)
+                samplerate = options.samplerate,
+                create_first = options.create_first)
 
 def main():
     parser = aubio_cut_parser()
--- a/python/lib/aubio/midiconv.py
+++ b/python/lib/aubio/midiconv.py
@@ -1,9 +1,11 @@
 # -*- coding: utf-8 -*-
 """ utilities to convert midi note number to and from note names """
 
-__all__ = ['note2midi', 'midi2note', 'freq2note']
+__all__ = ['note2midi', 'midi2note', 'freq2note', 'note2freq']
 
 import sys
+from ._aubio import freqtomidi, miditofreq
+
 py3 = sys.version_info[0] == 3
 if py3:
     str_instances = str
@@ -24,10 +26,11 @@
             }
     _valid_octaves = range(-1, 10)
     if not isinstance(note, str_instances):
-        raise TypeError("a string is required, got %s (%s)" % (note, str(type(note))))
+        msg = "a string is required, got {:s} ({:s})"
+        raise TypeError(msg.format(str(type(note)), repr(note)))
     if len(note) not in range(2, 5):
-        raise ValueError("string of 2 to 4 characters expected, got %d (%s)" \
-                         % (len(note), note))
+        msg = "string of 2 to 4 characters expected, got {:d} ({:s})"
+        raise ValueError(msg.format(len(note), note))
     notename, modifier, octave = [None]*3
 
     if len(note) == 4:
@@ -51,7 +54,8 @@
     if octave not in _valid_octaves:
         raise ValueError("%s is not a valid octave" % octave)
 
-    midi = 12 + octave * 12 + _valid_notenames[notename] + _valid_modifiers[modifier]
+    midi = 12 + octave * 12 + _valid_notenames[notename] \
+            + _valid_modifiers[modifier]
     if midi > 127:
         raise ValueError("%s is outside of the range C-2 to G8" % note)
     return midi
@@ -61,11 +65,36 @@
     if not isinstance(midi, int_instances):
         raise TypeError("an integer is required, got %s" % midi)
     if midi not in range(0, 128):
-        raise ValueError("an integer between 0 and 127 is excepted, got %d" % midi)
-    _valid_notenames = ['C', 'C#', 'D', 'D#', 'E', 'F', 'F#', 'G', 'G#', 'A', 'A#', 'B']
+        msg = "an integer between 0 and 127 is excepted, got {:d}"
+        raise ValueError(msg.format(midi))
+    _valid_notenames = ['C', 'C#', 'D', 'D#', 'E', 'F', 'F#', 'G', 'G#',
+            'A', 'A#', 'B']
     return _valid_notenames[midi % 12] + str(int(midi / 12) - 1)
 
 def freq2note(freq):
     " convert frequency in Hz to nearest note name, e.g. [0, 22050.] -> [C-1, G9] "
-    from aubio import freqtomidi
-    return midi2note(int(freqtomidi(freq)))
+    nearest_note = int(freqtomidi(freq) + .5)
+    return midi2note(nearest_note)
+
+def note2freq(note):
+    """Convert note name to corresponding frequency, in Hz.
+
+    Parameters
+    ----------
+    note : str
+        input note name
+
+    Returns
+    -------
+    freq : float [0, 23000[
+        frequency, in Hz
+
+    Example
+    -------
+    >>> aubio.note2freq('A4')
+    440
+    >>> aubio.note2freq('A3')
+    220.1
+    """
+    midi = note2midi(note)
+    return miditofreq(midi)
--- a/python/lib/aubio/slicing.py
+++ b/python/lib/aubio/slicing.py
@@ -6,19 +6,22 @@
 _max_timestamp = 1e120
 
 def slice_source_at_stamps(source_file, timestamps, timestamps_end=None,
-                           output_dir=None, samplerate=0, hopsize=256):
+                           output_dir=None, samplerate=0, hopsize=256,
+                           create_first=False):
     """ slice a sound file at given timestamps """
 
     if timestamps is None or len(timestamps) == 0:
         raise ValueError("no timestamps given")
 
-    if timestamps[0] != 0:
+    if timestamps[0] != 0 and create_first:
         timestamps = [0] + timestamps
         if timestamps_end is not None:
             timestamps_end = [timestamps[1] - 1] + timestamps_end
 
     if timestamps_end is not None:
-        if len(timestamps_end) != len(timestamps):
+        if len(timestamps_end) == len(timestamps) - 1:
+            timestamps_end = timestamps_end + [_max_timestamp]
+        elif len(timestamps_end) != len(timestamps):
             raise ValueError("len(timestamps_end) != len(timestamps)")
     else:
         timestamps_end = [t - 1 for t in timestamps[1:]] + [_max_timestamp]
@@ -48,7 +51,7 @@
         # get hopsize new samples from source
         vec, read = _source.do_multi()
         # if the total number of frames read will exceed the next region start
-        if len(regions) and total_frames + read >= regions[0][0]:
+        while len(regions) and total_frames + read >= regions[0][0]:
             #print "getting", regions[0], "at", total_frames
             # get next region
             start_stamp, end_stamp = regions.pop(0)
@@ -75,7 +78,7 @@
                 if remaining > start:
                     # write remaining samples from current region
                     _sink.do_multi(vec[:, start:remaining], remaining - start)
-                    #print "closing region", "remaining", remaining
+                    #print("closing region", "remaining", remaining)
                     # close this file
                     _sink.close()
             elif read > start:
@@ -82,5 +85,8 @@
                 # write all the samples
                 _sink.do_multi(vec[:, start:read], read - start)
         total_frames += read
+        # remove old slices
+        slices = list(filter(lambda s: s['end_stamp'] > total_frames,
+            slices))
         if read < hopsize:
             break
--- a/python/tests/test_aubio_cmd.py
+++ b/python/tests/test_aubio_cmd.py
@@ -19,13 +19,16 @@
 class aubio_cmd_utils(TestCase):
 
     def test_samples2seconds(self):
-        self.assertEqual(aubio.cmd.samples2seconds(3200, 32000), "0.100000\t")
+        self.assertEqual(aubio.cmd.samples2seconds(3200, 32000),
+                "0.100000\t")
 
     def test_samples2milliseconds(self):
-        self.assertEqual(aubio.cmd.samples2milliseconds(3200, 32000), "100.000000\t")
+        self.assertEqual(aubio.cmd.samples2milliseconds(3200, 32000),
+                "100.000000\t")
 
     def test_samples2samples(self):
-        self.assertEqual(aubio.cmd.samples2samples(3200, 32000), "3200\t")
+        self.assertEqual(aubio.cmd.samples2samples(3200, 32000),
+                "3200\t")
 
 if __name__ == '__main__':
     main()
--- a/python/tests/test_note2midi.py
+++ b/python/tests/test_note2midi.py
@@ -3,7 +3,7 @@
 
 from __future__ import unicode_literals
 
-from aubio import note2midi, freq2note
+from aubio import note2midi, freq2note, note2freq, float_type
 from nose2.tools import params
 import unittest
 
@@ -111,9 +111,26 @@
 
 class freq2note_simple_test(unittest.TestCase):
 
-    def test_freq2note(self):
+    def test_freq2note_above(self):
         " make sure freq2note(441) == A4 "
         self.assertEqual("A4", freq2note(441))
+
+    def test_freq2note_under(self):
+        " make sure freq2note(439) == A4 "
+        self.assertEqual("A4", freq2note(439))
+
+class note2freq_simple_test(unittest.TestCase):
+
+    def test_note2freq(self):
+        " make sure note2freq('A3') == 220"
+        self.assertEqual(220, note2freq("A3"))
+
+    def test_note2freq_under(self):
+        " make sure note2freq(A4) == 440"
+        if float_type == 'float32':
+            self.assertEqual(440, note2freq("A4"))
+        else:
+            self.assertLess(abs(note2freq("A4")-440), 1.e-12)
 
 if __name__ == '__main__':
     import nose2
--- a/python/tests/test_notes.py
+++ b/python/tests/test_notes.py
@@ -5,6 +5,7 @@
 from aubio import notes
 
 AUBIO_DEFAULT_NOTES_SILENCE = -70.
+AUBIO_DEFAULT_NOTES_RELEASE_DROP = 10.
 AUBIO_DEFAULT_NOTES_MINIOI_MS = 30.
 
 class aubio_notes_default(TestCase):
@@ -37,6 +38,19 @@
         val = -50
         self.o.set_silence(val)
         assert_equal (self.o.get_silence(), val)
+
+    def test_get_release_drop(self):
+        assert_equal (self.o.get_release_drop(), AUBIO_DEFAULT_NOTES_RELEASE_DROP)
+
+    def test_set_release_drop(self):
+        val = 50
+        self.o.set_release_drop(val)
+        assert_equal (self.o.get_release_drop(), val)
+
+    def test_set_release_drop_wrong(self):
+        val = -10
+        with self.assertRaises(ValueError):
+            self.o.set_release_drop(val)
 
 from .utils import list_all_sounds
 list_of_sounds = list_all_sounds('sounds')
--- a/python/tests/test_slicing.py
+++ b/python/tests/test_slicing.py
@@ -23,19 +23,27 @@
 
     def test_slice_start_only_no_zero(self):
         regions_start = [i*1000 for i in range(1, n_slices)]
-        slice_source_at_stamps(self.source_file, regions_start, output_dir = self.output_dir)
+        slice_source_at_stamps(self.source_file, regions_start,
+                output_dir = self.output_dir, create_first=True)
 
     def test_slice_start_beyond_end(self):
         regions_start = [i*1000 for i in range(1, n_slices)]
         regions_start += [count_samples_in_file(self.source_file) + 1000]
-        slice_source_at_stamps(self.source_file, regions_start, output_dir = self.output_dir)
+        slice_source_at_stamps(self.source_file, regions_start,
+                output_dir = self.output_dir, create_first=True)
 
     def test_slice_start_every_blocksize(self):
         hopsize = 200
-        regions_start = [i*hopsize for i in range(1, n_slices)]
+        regions_start = [i*hopsize for i in range(0, n_slices)]
         slice_source_at_stamps(self.source_file, regions_start, output_dir = self.output_dir,
                 hopsize = 200)
 
+    def test_slice_start_every_half_blocksize(self):
+        hopsize = 200
+        regions_start = [i*hopsize//2 for i in range(0, n_slices)]
+        slice_source_at_stamps(self.source_file, regions_start,
+                output_dir = self.output_dir, hopsize = 200)
+
     def tearDown(self):
         original_samples = count_samples_in_file(self.source_file)
         written_samples = count_samples_in_directory(self.output_dir)
@@ -91,6 +99,19 @@
         assert_equal(written_samples, expected_samples,
             "number of samples written different from number of original samples")
 
+    def test_slice_start_and_ends_with_missing_end(self):
+        regions_start = [i*1000 for i in range(n_slices)]
+        regions_ends = [r-1 for r in regions_start[1:]]
+        slice_source_at_stamps(self.source_file, regions_start, regions_ends,
+                output_dir = self.output_dir)
+        written_samples = count_samples_in_directory(self.output_dir)
+        original_samples = count_samples_in_file(self.source_file)
+        total_files = count_files_in_directory(self.output_dir)
+        assert_equal(n_slices, total_files,
+            "number of slices created different from expected")
+        assert_equal(written_samples, original_samples,
+            "number of samples written different from number of original samples")
+
     def tearDown(self):
         shutil.rmtree(self.output_dir)
 
@@ -133,7 +154,7 @@
         regions_start = [i*1000 for i in range(1, n_slices)]
         regions_end = None
         slice_source_at_stamps (self.source_file, regions_start, regions_end,
-                output_dir = self.output_dir)
+                output_dir = self.output_dir, create_first=True)
         total_files = count_files_in_directory(self.output_dir)
         assert_equal(n_slices, total_files,
             "number of slices created different from expected")
--- a/src/io/source_avcodec.c
+++ b/src/io/source_avcodec.c
@@ -34,7 +34,7 @@
 
 // determine whether we use libavformat from ffmpeg or from libav
 #define FFMPEG_LIBAVFORMAT (LIBAVFORMAT_VERSION_MICRO > 99 )
-// max_analyze_duration2 was used from ffmpeg libavformat 55.43.100 through 57.2.100
+// max_analyze_duration2 was used from ffmpeg libavformat 55.43.100 -> 57.2.100
 #define FFMPEG_LIBAVFORMAT_MAX_DUR2 FFMPEG_LIBAVFORMAT && ( \
       (LIBAVFORMAT_VERSION_MAJOR == 55 && LIBAVFORMAT_VERSION_MINOR >= 43) \
       || (LIBAVFORMAT_VERSION_MAJOR == 56) \
@@ -92,9 +92,12 @@
   uint_t multi;
 };
 
-// hack to create or re-create the context the first time _do or _do_multi is called
-void aubio_source_avcodec_reset_resampler(aubio_source_avcodec_t * s, uint_t multi);
-void aubio_source_avcodec_readframe(aubio_source_avcodec_t *s, uint_t * read_samples);
+// create or re-create the context when _do or _do_multi is called
+void aubio_source_avcodec_reset_resampler(aubio_source_avcodec_t * s,
+    uint_t multi);
+// actually read a frame
+void aubio_source_avcodec_readframe(aubio_source_avcodec_t *s,
+    uint_t * read_samples);
 
 uint_t aubio_source_avcodec_has_network_url(aubio_source_avcodec_t *s);
 
@@ -111,7 +114,8 @@
 }
 
 
-aubio_source_avcodec_t * new_aubio_source_avcodec(const char_t * path, uint_t samplerate, uint_t hop_size) {
+aubio_source_avcodec_t * new_aubio_source_avcodec(const char_t * path,
+    uint_t samplerate, uint_t hop_size) {
   aubio_source_avcodec_t * s = AUBIO_NEW(aubio_source_avcodec_t);
   AVFormatContext *avFormatCtx = s->avFormatCtx;
   AVCodecContext *avCodecCtx = s->avCodecCtx;
@@ -128,11 +132,13 @@
     goto beach;
   }
   if ((sint_t)samplerate < 0) {
-    AUBIO_ERR("source_avcodec: Can not open %s with samplerate %d\n", path, samplerate);
+    AUBIO_ERR("source_avcodec: Can not open %s with samplerate %d\n",
+        path, samplerate);
     goto beach;
   }
   if ((sint_t)hop_size <= 0) {
-    AUBIO_ERR("source_avcodec: Can not open %s with hop_size %d\n", path, hop_size);
+    AUBIO_ERR("source_avcodec: Can not open %s with hop_size %d\n",
+        path, hop_size);
     goto beach;
   }
 
@@ -172,8 +178,8 @@
   if ( (err = avformat_find_stream_info(avFormatCtx, NULL)) < 0 ) {
     char errorstr[256];
     av_strerror (err, errorstr, sizeof(errorstr));
-    AUBIO_ERR("source_avcodec: Could not find stream information " "for %s (%s)\n", s->path,
-        errorstr);
+    AUBIO_ERR("source_avcodec: Could not find stream information "
+        "for %s (%s)\n", s->path, errorstr);
     goto beach;
   }
 
@@ -213,8 +219,9 @@
   /* Allocate a codec context for the decoder */
   avCodecCtx = avcodec_alloc_context3(codec);
   if (!avCodecCtx) {
-    AUBIO_ERR("source_avcodec: Failed to allocate the %s codec context for path %s\n",
-        av_get_media_type_string(AVMEDIA_TYPE_AUDIO), s->path);
+    AUBIO_ERR("source_avcodec: Failed to allocate the %s codec context "
+        "for path %s\n", av_get_media_type_string(AVMEDIA_TYPE_AUDIO),
+        s->path);
     goto beach;
   }
 #else
@@ -229,8 +236,9 @@
 #if FF_API_LAVF_AVCTX
   /* Copy codec parameters from input stream to output codec context */
   if ((err = avcodec_parameters_to_context(avCodecCtx, codecpar)) < 0) {
-    AUBIO_ERR("source_avcodec: Failed to copy %s codec parameters to decoder context for %s\n",
-       av_get_media_type_string(AVMEDIA_TYPE_AUDIO), s->path);
+    AUBIO_ERR("source_avcodec: Failed to copy %s codec parameters to "
+        "decoder context for %s\n",
+        av_get_media_type_string(AVMEDIA_TYPE_AUDIO), s->path);
     goto beach;
   }
 #endif
@@ -238,7 +246,8 @@
   if ( ( err = avcodec_open2(avCodecCtx, codec, NULL) ) < 0) {
     char errorstr[256];
     av_strerror (err, errorstr, sizeof(errorstr));
-    AUBIO_ERR("source_avcodec: Could not load codec for %s (%s)\n", s->path, errorstr);
+    AUBIO_ERR("source_avcodec: Could not load codec for %s (%s)\n", s->path,
+        errorstr);
     goto beach;
   }
 
@@ -265,7 +274,8 @@
   }
 
   /* allocate output for avr */
-  s->output = (smpl_t *)av_malloc(AUBIO_AVCODEC_MAX_BUFFER_SIZE * sizeof(smpl_t));
+  s->output = (smpl_t *)av_malloc(AUBIO_AVCODEC_MAX_BUFFER_SIZE
+      * sizeof(smpl_t));
 
   s->read_samples = 0;
   s->read_index = 0;
@@ -293,7 +303,9 @@
   return NULL;
 }
 
-void aubio_source_avcodec_reset_resampler(aubio_source_avcodec_t * s, uint_t multi) {
+void aubio_source_avcodec_reset_resampler(aubio_source_avcodec_t * s,
+    uint_t multi)
+{
   // create or reset resampler to/from mono/multi-channel
   if ( (multi != s->multi) || (s->avr == NULL) ) {
     int err;
@@ -308,15 +320,15 @@
     SwrContext *oldavr = s->avr;
 #endif /* HAVE_AVRESAMPLE || HAVE_SWRESAMPLE */
 
-    av_opt_set_int(avr, "in_channel_layout",  input_layout,           0);
-    av_opt_set_int(avr, "out_channel_layout", output_layout,          0);
-    av_opt_set_int(avr, "in_sample_rate",     s->input_samplerate,    0);
-    av_opt_set_int(avr, "out_sample_rate",    s->samplerate,          0);
+    av_opt_set_int(avr, "in_channel_layout",  input_layout,              0);
+    av_opt_set_int(avr, "out_channel_layout", output_layout,             0);
+    av_opt_set_int(avr, "in_sample_rate",     s->input_samplerate,       0);
+    av_opt_set_int(avr, "out_sample_rate",    s->samplerate,             0);
     av_opt_set_int(avr, "in_sample_fmt",      s->avCodecCtx->sample_fmt, 0);
 #if HAVE_AUBIO_DOUBLE
-    av_opt_set_int(avr, "out_sample_fmt",     AV_SAMPLE_FMT_DBL,      0);
+    av_opt_set_int(avr, "out_sample_fmt",     AV_SAMPLE_FMT_DBL,         0);
 #else
-    av_opt_set_int(avr, "out_sample_fmt",     AV_SAMPLE_FMT_FLT,      0);
+    av_opt_set_int(avr, "out_sample_fmt",     AV_SAMPLE_FMT_FLT,         0);
 #endif
     // TODO: use planar?
     //av_opt_set_int(avr, "out_sample_fmt",     AV_SAMPLE_FMT_FLTP,      0);
@@ -328,8 +340,8 @@
     {
       char errorstr[256];
       av_strerror (err, errorstr, sizeof(errorstr));
-      AUBIO_ERR("source_avcodec: Could not open resampling context for %s (%s)\n",
-          s->path, errorstr);
+      AUBIO_ERR("source_avcodec: Could not open resampling context"
+         " for %s (%s)\n", s->path, errorstr);
       return;
     }
     s->avr = avr;
@@ -346,7 +358,9 @@
   }
 }
 
-void aubio_source_avcodec_readframe(aubio_source_avcodec_t *s, uint_t * read_samples) {
+void aubio_source_avcodec_readframe(aubio_source_avcodec_t *s,
+    uint_t * read_samples)
+{
   AVFormatContext *avFormatCtx = s->avFormatCtx;
   AVCodecContext *avCodecCtx = s->avCodecCtx;
   AVFrame *avFrame = s->avFrame;
@@ -387,7 +401,8 @@
     if (err != 0) {
       char errorstr[256];
       av_strerror (err, errorstr, sizeof(errorstr));
-      AUBIO_ERR("source_avcodec: could not read frame in %s (%s)\n", s->path, errorstr);
+      AUBIO_ERR("source_avcodec: could not read frame in %s (%s)\n",
+          s->path, errorstr);
       s->eof = 1;
       goto beach;
     }
@@ -405,10 +420,12 @@
   }
   if (ret < 0) {
     if (ret == AVERROR(EAGAIN)) {
-      //AUBIO_WRN("source_avcodec: output is not available right now - user must try to send new input\n");
+      //AUBIO_WRN("source_avcodec: output is not available right now - "
+      //    "user must try to send new input\n");
       goto beach;
     } else if (ret == AVERROR_EOF) {
-      AUBIO_WRN("source_avcodec: the decoder has been fully flushed, and there will be no more output frames\n");
+      AUBIO_WRN("source_avcodec: the decoder has been fully flushed, "
+          "and there will be no more output frames\n");
     } else {
       AUBIO_ERR("source_avcodec: decoding errors on %s\n", s->path);
       goto beach;
@@ -423,7 +440,8 @@
   }
 #endif
   if (got_frame == 0) {
-    AUBIO_WRN("source_avcodec: did not get a frame when reading %s\n", s->path);
+    AUBIO_WRN("source_avcodec: did not get a frame when reading %s\n",
+        s->path);
     goto beach;
   }
 
@@ -430,10 +448,12 @@
 #if LIBAVUTIL_VERSION_MAJOR > 52
   if (avFrame->channels != (sint_t)s->input_channels) {
     AUBIO_WRN ("source_avcodec: trying to read from %d channel(s),"
-        "but configured for %d; is '%s' corrupt?\n", avFrame->channels,
-        s->input_channels, s->path);
+        "but configured for %d; is '%s' corrupt?\n",
+        avFrame->channels, s->input_channels, s->path);
     goto beach;
   }
+#else
+#warning "avutil < 53 is deprecated, crashes might occur on corrupt files"
 #endif
 
 #ifdef HAVE_AVRESAMPLE
@@ -454,7 +474,8 @@
       (const uint8_t **)avFrame->data, in_samples);
 #endif /* HAVE_AVRESAMPLE || HAVE_SWRESAMPLE */
   if (out_samples <= 0) {
-    AUBIO_WRN("source_avcodec: no sample found while converting frame (%s)\n", s->path);
+    AUBIO_WRN("source_avcodec: no sample found while converting frame (%s)\n",
+        s->path);
     goto beach;
   }
 
@@ -472,7 +493,8 @@
   av_packet_unref(&avPacket);
 }
 
-void aubio_source_avcodec_do(aubio_source_avcodec_t * s, fvec_t * read_data, uint_t * read){
+void aubio_source_avcodec_do(aubio_source_avcodec_t * s, fvec_t * read_data,
+    uint_t * read) {
   uint_t i;
   uint_t end = 0;
   uint_t total_wrote = 0;
@@ -504,7 +526,8 @@
   *read = total_wrote;
 }
 
-void aubio_source_avcodec_do_multi(aubio_source_avcodec_t * s, fmat_t * read_data, uint_t * read){
+void aubio_source_avcodec_do_multi(aubio_source_avcodec_t * s,
+    fmat_t * read_data, uint_t * read) {
   uint_t i,j;
   uint_t end = 0;
   uint_t total_wrote = 0;
@@ -550,7 +573,8 @@
 }
 
 uint_t aubio_source_avcodec_seek (aubio_source_avcodec_t * s, uint_t pos) {
-  int64_t resampled_pos = (uint_t)ROUND(pos * (s->input_samplerate * 1. / s->samplerate));
+  int64_t resampled_pos =
+    (uint_t)ROUND(pos * (s->input_samplerate * 1. / s->samplerate));
   int64_t min_ts = MAX(resampled_pos - 2000, 0);
   int64_t max_ts = MIN(resampled_pos + 2000, INT64_MAX);
   int seek_flags = AVSEEK_FLAG_FRAME | AVSEEK_FLAG_ANY;
@@ -558,7 +582,8 @@
   if (s->avFormatCtx != NULL && s->avr != NULL) {
     ret = AUBIO_OK;
   } else {
-    AUBIO_ERR("source_avcodec: failed seeking in %s (file not opened?)", s->path);
+    AUBIO_ERR("source_avcodec: failed seeking in %s (file not opened?)",
+        s->path);
     return ret;
   }
   if ((sint_t)pos < 0) {
@@ -569,7 +594,8 @@
   ret = avformat_seek_file(s->avFormatCtx, s->selected_stream,
       min_ts, resampled_pos, max_ts, seek_flags);
   if (ret < 0) {
-    AUBIO_ERR("source_avcodec: failed seeking to %d in file %s", pos, s->path);
+    AUBIO_ERR("source_avcodec: failed seeking to %d in file %s",
+        pos, s->path);
   }
   // reset read status
   s->eof = 0;
--- a/src/mathutils.c
+++ b/src/mathutils.c
@@ -522,7 +522,7 @@
   if (freq < 2. || freq > 100000.) return 0.; // avoid nans and infs
   /* log(freq/A-2)/log(2) */
   midi = freq / 6.875;
-  midi = LOG (midi) / 0.69314718055995;
+  midi = LOG (midi) / 0.6931471805599453;
   midi *= 12;
   midi -= 3;
   return midi;
@@ -534,7 +534,7 @@
   smpl_t freq;
   if (midi > 140.) return 0.; // avoid infs
   freq = (midi + 3.) / 12.;
-  freq = EXP (freq * 0.69314718055995);
+  freq = EXP (freq * 0.6931471805599453);
   freq *= 6.875;
   return freq;
 }
--- a/src/notes/notes.c
+++ b/src/notes/notes.c
@@ -1,5 +1,5 @@
 /*
-  Copyright (C) 2014 Paul Brossier <piem@aubio.org>
+  Copyright (C) 2014-2018 Paul Brossier <piem@aubio.org>
 
   This file is part of aubio.
 
@@ -25,6 +25,7 @@
 #include "notes/notes.h"
 
 #define AUBIO_DEFAULT_NOTES_SILENCE -70.
+#define AUBIO_DEFAULT_NOTES_RELEASE_DROP 10.
 // increase to 10. for .1  cent precision
 //      or to 100. for .01 cent precision
 #define AUBIO_DEFAULT_CENT_PRECISION 1.
@@ -56,6 +57,9 @@
   smpl_t silence_threshold;
 
   uint_t isready;
+
+  smpl_t last_onset_level;
+  smpl_t release_drop_level;
 };
 
 aubio_notes_t * new_aubio_notes (const char_t * method,
@@ -101,6 +105,9 @@
   aubio_notes_set_silence(o, AUBIO_DEFAULT_NOTES_SILENCE);
   aubio_notes_set_minioi_ms (o, AUBIO_DEFAULT_NOTES_MINIOI_MS);
 
+  o->last_onset_level = AUBIO_DEFAULT_NOTES_SILENCE;
+  o->release_drop_level = AUBIO_DEFAULT_NOTES_RELEASE_DROP;
+
   return o;
 
 fail:
@@ -140,6 +147,23 @@
   return aubio_onset_get_minioi_ms(o->onset);
 }
 
+uint_t aubio_notes_set_release_drop(aubio_notes_t *o, smpl_t release_drop_level)
+{
+  uint_t err = AUBIO_OK;
+  if (release_drop_level <= 0.) {
+    AUBIO_ERR("notes: release_drop should be >= 0, got %f\n", release_drop_level);
+    err = AUBIO_FAIL;
+  } else {
+    o->release_drop_level = release_drop_level;
+  }
+  return err;
+}
+
+smpl_t aubio_notes_get_release_drop(const aubio_notes_t *o)
+{
+  return o->release_drop_level;
+}
+
 /** append new note candidate to the note_buffer and return filtered value. we
  * need to copy the input array as fvec_median destroy its input data.*/
 static void
@@ -184,6 +208,7 @@
       //send_noteon(o->curnote,0);
       //notes->data[0] = o->curnote;
       //notes->data[1] = 0.;
+      //AUBIO_WRN("notes: sending note-off at onset, not enough level\n");
       notes->data[2] = o->curnote;
     } else {
       if (o->median) {
@@ -191,6 +216,7 @@
       } else {
         /* kill old note */
         //send_noteon(o->curnote,0, o->samplerate);
+        //AUBIO_WRN("notes: sending note-off at onset, new onset detected\n");
         notes->data[2] = o->curnote;
         /* get and send new one */
         //send_noteon(new_pitch,127+(int)floor(curlevel), o->samplerate);
@@ -198,9 +224,22 @@
         notes->data[1] = 127 + (int)floor(curlevel);
         o->curnote = new_pitch;
       }
+      o->last_onset_level = curlevel;
     }
   } else {
-    if (o->median) {
+    if (curlevel < o->last_onset_level - o->release_drop_level)
+    {
+      // send note off
+      //AUBIO_WRN("notes: sending note-off, release detected\n");
+      notes->data[0] = 0;
+      notes->data[1] = 0;
+      notes->data[2] = o->curnote;
+      // reset last_onset_level to silence_threshold
+      o->last_onset_level = o->silence_threshold;
+      o->curnote = 0;
+    }
+    else if (o->median)
+    {
       if (o->isready > 0)
         o->isready++;
       if (o->isready == o->median)
@@ -207,7 +246,11 @@
       {
         /* kill old note */
         //send_noteon(curnote,0);
-        notes->data[2] = o->curnote;
+        if (o->curnote != 0)
+        {
+          //AUBIO_WRN("notes: sending note-off, new note detected\n");
+          notes->data[2] = o->curnote;
+        }
         o->newnote = aubio_notes_get_latest_note(o);
         o->curnote = o->newnote;
         /* get and send new one */
--- a/src/notes/notes.h
+++ b/src/notes/notes.h
@@ -106,6 +106,36 @@
 */
 uint_t aubio_notes_set_minioi_ms (aubio_notes_t *o, smpl_t minioi_ms);
 
+/** get notes object release drop level, in dB
+
+  \param o notes detection object as returned by new_aubio_notes()
+
+  \return current release drop level, in dB
+
+ */
+smpl_t aubio_notes_get_release_drop (const aubio_notes_t *o);
+
+/** set note release drop level, in dB
+
+  This function sets the release_drop_level parameter, in dB. When a new note
+  is found, the current level in dB is measured. If the measured level drops
+  under that initial level - release_drop_level, then a note-off will be
+  emitted.
+
+  Defaults to `10`, in dB.
+
+  \note This parameter was added in version `0.4.8`. Results obtained with
+  earlier versions can be reproduced by setting this value to `100`, so that
+  note-off will not be played until the next note.
+
+  \param o notes detection object as returned by new_aubio_notes()
+  \param release_drop new release drop level, in dB
+
+  \return 0 on success, non-zero otherwise
+
+*/
+uint_t aubio_notes_set_release_drop (aubio_notes_t *o, smpl_t release_drop);
+
 #ifdef __cplusplus
 }
 #endif
--- a/src/spectral/filterbank_mel.h
+++ b/src/spectral/filterbank_mel.h
@@ -58,8 +58,9 @@
   \param samplerate audio sampling rate
 
   The filter coefficients are built according to Malcolm Slaney's Auditory
-  Toolbox, available at http://engineering.purdue.edu/~malcolm/interval/1998-010/
-  (see file mfcc.m).
+  Toolbox, available online at the following address (see file mfcc.m):
+
+  https://engineering.purdue.edu/~malcolm/interval/1998-010/
 
 */
 uint_t aubio_filterbank_set_mel_coeffs_slaney (aubio_filterbank_t * fb,
--- a/src/spectral/mfcc.h
+++ b/src/spectral/mfcc.h
@@ -26,9 +26,10 @@
   This object computes MFCC coefficients on an input cvec_t.
 
   The implementation follows the specifications established by Malcolm Slaney
-  in its Auditory Toolbox, available online (see file mfcc.m).
+  in its Auditory Toolbox, available online at the following address (see
+  file mfcc.m):
 
-  http://engineering.ecn.purdue.edu/~malcolm/interval/1998-010/
+  https://engineering.purdue.edu/~malcolm/interval/1998-010/
 
   \example spectral/test-mfcc.c
 
--- a/src/spectral/phasevoc.c
+++ b/src/spectral/phasevoc.c
@@ -212,3 +212,13 @@
   for (i = 0; i < pv->end; i++)
     synthold[i] += synth[i + pv->hop_s] * pv->scale;
 }
+
+uint_t aubio_pvoc_get_win(aubio_pvoc_t* pv)
+{
+  return pv->win_s;
+}
+
+uint_t aubio_pvoc_get_hop(aubio_pvoc_t* pv)
+{
+  return pv->hop_s;
+}
--- a/src/spectral/phasevoc.h
+++ b/src/spectral/phasevoc.h
@@ -88,6 +88,7 @@
 
 */
 uint_t aubio_pvoc_get_win(aubio_pvoc_t* pv);
+
 /** get hop size
 
   \param pv phase vocoder to get the hop size from
--- a/src/synth/wavetable.c
+++ b/src/synth/wavetable.c
@@ -164,7 +164,7 @@
   //aubio_wavetable_set_freq (s, 0.);
   aubio_wavetable_set_amp (s, 0.);
   //s->last_pos = 0;
-  return aubio_wavetable_set_playing (s, 1);
+  return aubio_wavetable_set_playing (s, 0);
 }
 
 uint_t aubio_wavetable_set_freq ( aubio_wavetable_t * s, smpl_t freq )
--- a/src/synth/wavetable.h
+++ b/src/synth/wavetable.h
@@ -51,16 +51,6 @@
 */
 aubio_wavetable_t * new_aubio_wavetable(uint_t samplerate, uint_t hop_size);
 
-/** load source in wavetable
-
-  \param o wavetable, created by new_aubio_wavetable()
-  \param uri the uri of the source to load
-
-  \return 0 if successful, non-zero otherwise
-
-*/
-uint_t aubio_wavetable_load( aubio_wavetable_t * o, const char_t * uri );
-
 /** process wavetable function
 
   \param o wavetable, created by new_aubio_wavetable()