From f18d10232874b14ce6c23febec91e7dfd512db3c Mon Sep 17 00:00:00 2001 From: Emmanouil Theofanis Chourdakis Date: Fri, 29 May 2020 16:59:03 +0300 Subject: [PATCH 1/9] Added the popular GTZAN dataset: * Added the GTZAN class in torchaudio.datasets using the same format as the rest of the datasets. * Added the appropriate test function in test_datasets.py. * Added the GTZAN class in the datasets.rst documentation file. --- docs/source/datasets.rst | 8 + test/test_datasets.py | 6 + torchaudio/datasets/gtzan.py | 1064 ++++++++++++++++++++++++++++++++++ 3 files changed, 1078 insertions(+) create mode 100644 torchaudio/datasets/gtzan.py diff --git a/docs/source/datasets.rst b/docs/source/datasets.rst index 27d4b20a34..8ba05dc670 100644 --- a/docs/source/datasets.rst +++ b/docs/source/datasets.rst @@ -33,6 +33,14 @@ COMMONVOICE :special-members: +GTZAN +~~~~~ + +.. autoclass:: GTZAN + :members: __getitem__ + :special-members: + + LIBRISPEECH ~~~~~~~~~~~ diff --git a/test/test_datasets.py b/test/test_datasets.py index 96c12884d6..735eac4daf 100644 --- a/test/test_datasets.py +++ b/test/test_datasets.py @@ -7,6 +7,7 @@ from torchaudio.datasets.vctk import VCTK from torchaudio.datasets.yesno import YESNO from torchaudio.datasets.ljspeech import LJSPEECH +from torchaudio.datasets.gtzan import GTZAN from . import common_utils @@ -55,6 +56,11 @@ def test_speechcommands(self): data = SPEECHCOMMANDS(self.path) data[0] + def test_gtzan(self): + data = GTZAN(self.path) + data[0] + + if __name__ == "__main__": unittest.main() diff --git a/torchaudio/datasets/gtzan.py b/torchaudio/datasets/gtzan.py new file mode 100644 index 0000000000..d99563094b --- /dev/null +++ b/torchaudio/datasets/gtzan.py @@ -0,0 +1,1064 @@ +import os +from typing import Any, Tuple + +import torchaudio +from torch import Tensor +from torch.utils.data import Dataset +from torchaudio.datasets.utils import ( + download_url, + extract_archive, + walk_files, +) + +# The following lists prefixed with `filtered_` provide a filtered split +# that: +# +# a. Mitigate a known issue with GTZAN (duplication) +# +# b. Provide a standard split for testing it against other +# methods (e.g. the one in jordipons/sklearn-audio-transfer-learning). +# +# Those are used when GTZAN is initialised with the `filtered` keyword. +# The split was taken from (github) jordipons/sklearn-audio-transfer-learning. + +filtered_test = [ + "blues.00012", + "blues.00013", + "blues.00014", + "blues.00015", + "blues.00016", + "blues.00017", + "blues.00018", + "blues.00019", + "blues.00020", + "blues.00021", + "blues.00022", + "blues.00023", + "blues.00024", + "blues.00025", + "blues.00026", + "blues.00027", + "blues.00028", + "blues.00061", + "blues.00062", + "blues.00063", + "blues.00064", + "blues.00065", + "blues.00066", + "blues.00067", + "blues.00068", + "blues.00069", + "blues.00070", + "blues.00071", + "blues.00072", + "blues.00098", + "blues.00099", + "classical.00011", + "classical.00012", + "classical.00013", + "classical.00014", + "classical.00015", + "classical.00016", + "classical.00017", + "classical.00018", + "classical.00019", + "classical.00020", + "classical.00021", + "classical.00022", + "classical.00023", + "classical.00024", + "classical.00025", + "classical.00026", + "classical.00027", + "classical.00028", + "classical.00029", + "classical.00034", + "classical.00035", + "classical.00036", + "classical.00037", + "classical.00038", + "classical.00039", + "classical.00040", + "classical.00041", + "classical.00049", + "classical.00077", + "classical.00078", + "classical.00079", + "country.00030", + "country.00031", + "country.00032", + "country.00033", + "country.00034", + "country.00035", + "country.00036", + "country.00037", + "country.00038", + "country.00039", + "country.00040", + "country.00043", + "country.00044", + "country.00046", + "country.00047", + "country.00048", + "country.00050", + "country.00051", + "country.00053", + "country.00054", + "country.00055", + "country.00056", + "country.00057", + "country.00058", + "country.00059", + "country.00060", + "country.00061", + "country.00062", + "country.00063", + "country.00064", + "disco.00001", + "disco.00021", + "disco.00058", + "disco.00062", + "disco.00063", + "disco.00064", + "disco.00065", + "disco.00066", + "disco.00069", + "disco.00076", + "disco.00077", + "disco.00078", + "disco.00079", + "disco.00080", + "disco.00081", + "disco.00082", + "disco.00083", + "disco.00084", + "disco.00085", + "disco.00086", + "disco.00087", + "disco.00088", + "disco.00091", + "disco.00092", + "disco.00093", + "disco.00094", + "disco.00096", + "disco.00097", + "disco.00099", + "hiphop.00000", + "hiphop.00026", + "hiphop.00027", + "hiphop.00030", + "hiphop.00040", + "hiphop.00043", + "hiphop.00044", + "hiphop.00045", + "hiphop.00051", + "hiphop.00052", + "hiphop.00053", + "hiphop.00054", + "hiphop.00062", + "hiphop.00063", + "hiphop.00064", + "hiphop.00065", + "hiphop.00066", + "hiphop.00067", + "hiphop.00068", + "hiphop.00069", + "hiphop.00070", + "hiphop.00071", + "hiphop.00072", + "hiphop.00073", + "hiphop.00074", + "hiphop.00075", + "hiphop.00099", + "jazz.00073", + "jazz.00074", + "jazz.00075", + "jazz.00076", + "jazz.00077", + "jazz.00078", + "jazz.00079", + "jazz.00080", + "jazz.00081", + "jazz.00082", + "jazz.00083", + "jazz.00084", + "jazz.00085", + "jazz.00086", + "jazz.00087", + "jazz.00088", + "jazz.00089", + "jazz.00090", + "jazz.00091", + "jazz.00092", + "jazz.00093", + "jazz.00094", + "jazz.00095", + "jazz.00096", + "jazz.00097", + "jazz.00098", + "jazz.00099", + "metal.00012", + "metal.00013", + "metal.00014", + "metal.00015", + "metal.00022", + "metal.00023", + "metal.00025", + "metal.00026", + "metal.00027", + "metal.00028", + "metal.00029", + "metal.00030", + "metal.00031", + "metal.00032", + "metal.00033", + "metal.00038", + "metal.00039", + "metal.00067", + "metal.00070", + "metal.00073", + "metal.00074", + "metal.00075", + "metal.00078", + "metal.00083", + "metal.00085", + "metal.00087", + "metal.00088", + "pop.00000", + "pop.00001", + "pop.00013", + "pop.00014", + "pop.00043", + "pop.00063", + "pop.00064", + "pop.00065", + "pop.00066", + "pop.00069", + "pop.00070", + "pop.00071", + "pop.00072", + "pop.00073", + "pop.00074", + "pop.00075", + "pop.00076", + "pop.00077", + "pop.00078", + "pop.00079", + "pop.00082", + "pop.00088", + "pop.00089", + "pop.00090", + "pop.00091", + "pop.00092", + "pop.00093", + "pop.00094", + "pop.00095", + "pop.00096", + "reggae.00034", + "reggae.00035", + "reggae.00036", + "reggae.00037", + "reggae.00038", + "reggae.00039", + "reggae.00040", + "reggae.00046", + "reggae.00047", + "reggae.00048", + "reggae.00052", + "reggae.00053", + "reggae.00064", + "reggae.00065", + "reggae.00066", + "reggae.00067", + "reggae.00068", + "reggae.00071", + "reggae.00079", + "reggae.00082", + "reggae.00083", + "reggae.00084", + "reggae.00087", + "reggae.00088", + "reggae.00089", + "reggae.00090", + "rock.00010", + "rock.00011", + "rock.00012", + "rock.00013", + "rock.00014", + "rock.00015", + "rock.00027", + "rock.00028", + "rock.00029", + "rock.00030", + "rock.00031", + "rock.00032", + "rock.00033", + "rock.00034", + "rock.00035", + "rock.00036", + "rock.00037", + "rock.00039", + "rock.00040", + "rock.00041", + "rock.00042", + "rock.00043", + "rock.00044", + "rock.00045", + "rock.00046", + "rock.00047", + "rock.00048", + "rock.00086", + "rock.00087", + "rock.00088", + "rock.00089", + "rock.00090", +] + +filtered_train = [ + "blues.00029", + "blues.00030", + "blues.00031", + "blues.00032", + "blues.00033", + "blues.00034", + "blues.00035", + "blues.00036", + "blues.00037", + "blues.00038", + "blues.00039", + "blues.00040", + "blues.00041", + "blues.00042", + "blues.00043", + "blues.00044", + "blues.00045", + "blues.00046", + "blues.00047", + "blues.00048", + "blues.00049", + "blues.00073", + "blues.00074", + "blues.00075", + "blues.00076", + "blues.00077", + "blues.00078", + "blues.00079", + "blues.00080", + "blues.00081", + "blues.00082", + "blues.00083", + "blues.00084", + "blues.00085", + "blues.00086", + "blues.00087", + "blues.00088", + "blues.00089", + "blues.00090", + "blues.00091", + "blues.00092", + "blues.00093", + "blues.00094", + "blues.00095", + "blues.00096", + "blues.00097", + "classical.00030", + "classical.00031", + "classical.00032", + "classical.00033", + "classical.00043", + "classical.00044", + "classical.00045", + "classical.00046", + "classical.00047", + "classical.00048", + "classical.00050", + "classical.00051", + "classical.00052", + "classical.00053", + "classical.00054", + "classical.00055", + "classical.00056", + "classical.00057", + "classical.00058", + "classical.00059", + "classical.00060", + "classical.00061", + "classical.00062", + "classical.00063", + "classical.00064", + "classical.00065", + "classical.00066", + "classical.00067", + "classical.00080", + "classical.00081", + "classical.00082", + "classical.00083", + "classical.00084", + "classical.00085", + "classical.00086", + "classical.00087", + "classical.00088", + "classical.00089", + "classical.00090", + "classical.00091", + "classical.00092", + "classical.00093", + "classical.00094", + "classical.00095", + "classical.00096", + "classical.00097", + "classical.00098", + "classical.00099", + "country.00019", + "country.00020", + "country.00021", + "country.00022", + "country.00023", + "country.00024", + "country.00025", + "country.00026", + "country.00028", + "country.00029", + "country.00065", + "country.00066", + "country.00067", + "country.00068", + "country.00069", + "country.00070", + "country.00071", + "country.00072", + "country.00073", + "country.00074", + "country.00075", + "country.00076", + "country.00077", + "country.00078", + "country.00079", + "country.00080", + "country.00081", + "country.00082", + "country.00083", + "country.00084", + "country.00085", + "country.00086", + "country.00087", + "country.00088", + "country.00089", + "country.00090", + "country.00091", + "country.00092", + "country.00093", + "country.00094", + "country.00095", + "country.00096", + "country.00097", + "country.00098", + "country.00099", + "disco.00005", + "disco.00015", + "disco.00016", + "disco.00017", + "disco.00018", + "disco.00019", + "disco.00020", + "disco.00022", + "disco.00023", + "disco.00024", + "disco.00025", + "disco.00026", + "disco.00027", + "disco.00028", + "disco.00029", + "disco.00030", + "disco.00031", + "disco.00032", + "disco.00033", + "disco.00034", + "disco.00035", + "disco.00036", + "disco.00037", + "disco.00039", + "disco.00040", + "disco.00041", + "disco.00042", + "disco.00043", + "disco.00044", + "disco.00045", + "disco.00047", + "disco.00049", + "disco.00053", + "disco.00054", + "disco.00056", + "disco.00057", + "disco.00059", + "disco.00061", + "disco.00070", + "disco.00073", + "disco.00074", + "disco.00089", + "hiphop.00002", + "hiphop.00003", + "hiphop.00004", + "hiphop.00005", + "hiphop.00006", + "hiphop.00007", + "hiphop.00008", + "hiphop.00009", + "hiphop.00010", + "hiphop.00011", + "hiphop.00012", + "hiphop.00013", + "hiphop.00014", + "hiphop.00015", + "hiphop.00016", + "hiphop.00017", + "hiphop.00018", + "hiphop.00019", + "hiphop.00020", + "hiphop.00021", + "hiphop.00022", + "hiphop.00023", + "hiphop.00024", + "hiphop.00025", + "hiphop.00028", + "hiphop.00029", + "hiphop.00031", + "hiphop.00032", + "hiphop.00033", + "hiphop.00034", + "hiphop.00035", + "hiphop.00036", + "hiphop.00037", + "hiphop.00038", + "hiphop.00041", + "hiphop.00042", + "hiphop.00055", + "hiphop.00056", + "hiphop.00057", + "hiphop.00058", + "hiphop.00059", + "hiphop.00060", + "hiphop.00061", + "hiphop.00077", + "hiphop.00078", + "hiphop.00079", + "hiphop.00080", + "jazz.00000", + "jazz.00001", + "jazz.00011", + "jazz.00012", + "jazz.00013", + "jazz.00014", + "jazz.00015", + "jazz.00016", + "jazz.00017", + "jazz.00018", + "jazz.00019", + "jazz.00020", + "jazz.00021", + "jazz.00022", + "jazz.00023", + "jazz.00024", + "jazz.00041", + "jazz.00047", + "jazz.00048", + "jazz.00049", + "jazz.00050", + "jazz.00051", + "jazz.00052", + "jazz.00053", + "jazz.00054", + "jazz.00055", + "jazz.00056", + "jazz.00057", + "jazz.00058", + "jazz.00059", + "jazz.00060", + "jazz.00061", + "jazz.00062", + "jazz.00063", + "jazz.00064", + "jazz.00065", + "jazz.00066", + "jazz.00067", + "jazz.00068", + "jazz.00069", + "jazz.00070", + "jazz.00071", + "jazz.00072", + "metal.00002", + "metal.00003", + "metal.00005", + "metal.00021", + "metal.00024", + "metal.00035", + "metal.00046", + "metal.00047", + "metal.00048", + "metal.00049", + "metal.00050", + "metal.00051", + "metal.00052", + "metal.00053", + "metal.00054", + "metal.00055", + "metal.00056", + "metal.00057", + "metal.00059", + "metal.00060", + "metal.00061", + "metal.00062", + "metal.00063", + "metal.00064", + "metal.00065", + "metal.00066", + "metal.00069", + "metal.00071", + "metal.00072", + "metal.00079", + "metal.00080", + "metal.00084", + "metal.00086", + "metal.00089", + "metal.00090", + "metal.00091", + "metal.00092", + "metal.00093", + "metal.00094", + "metal.00095", + "metal.00096", + "metal.00097", + "metal.00098", + "metal.00099", + "pop.00002", + "pop.00003", + "pop.00004", + "pop.00005", + "pop.00006", + "pop.00007", + "pop.00008", + "pop.00009", + "pop.00011", + "pop.00012", + "pop.00016", + "pop.00017", + "pop.00018", + "pop.00019", + "pop.00020", + "pop.00023", + "pop.00024", + "pop.00025", + "pop.00026", + "pop.00027", + "pop.00028", + "pop.00029", + "pop.00031", + "pop.00032", + "pop.00033", + "pop.00034", + "pop.00035", + "pop.00036", + "pop.00038", + "pop.00039", + "pop.00040", + "pop.00041", + "pop.00042", + "pop.00044", + "pop.00046", + "pop.00049", + "pop.00050", + "pop.00080", + "pop.00097", + "pop.00098", + "pop.00099", + "reggae.00000", + "reggae.00001", + "reggae.00002", + "reggae.00004", + "reggae.00006", + "reggae.00009", + "reggae.00011", + "reggae.00012", + "reggae.00014", + "reggae.00015", + "reggae.00016", + "reggae.00017", + "reggae.00018", + "reggae.00019", + "reggae.00020", + "reggae.00021", + "reggae.00022", + "reggae.00023", + "reggae.00024", + "reggae.00025", + "reggae.00026", + "reggae.00027", + "reggae.00028", + "reggae.00029", + "reggae.00030", + "reggae.00031", + "reggae.00032", + "reggae.00042", + "reggae.00043", + "reggae.00044", + "reggae.00045", + "reggae.00049", + "reggae.00050", + "reggae.00051", + "reggae.00054", + "reggae.00055", + "reggae.00056", + "reggae.00057", + "reggae.00058", + "reggae.00059", + "reggae.00060", + "reggae.00063", + "reggae.00069", + "rock.00000", + "rock.00001", + "rock.00002", + "rock.00003", + "rock.00004", + "rock.00005", + "rock.00006", + "rock.00007", + "rock.00008", + "rock.00009", + "rock.00016", + "rock.00017", + "rock.00018", + "rock.00019", + "rock.00020", + "rock.00021", + "rock.00022", + "rock.00023", + "rock.00024", + "rock.00025", + "rock.00026", + "rock.00057", + "rock.00058", + "rock.00059", + "rock.00060", + "rock.00061", + "rock.00062", + "rock.00063", + "rock.00064", + "rock.00065", + "rock.00066", + "rock.00067", + "rock.00068", + "rock.00069", + "rock.00070", + "rock.00091", + "rock.00092", + "rock.00093", + "rock.00094", + "rock.00095", + "rock.00096", + "rock.00097", + "rock.00098", + "rock.00099", +] + +filtered_valid = [ + "blues.00000", + "blues.00001", + "blues.00002", + "blues.00003", + "blues.00004", + "blues.00005", + "blues.00006", + "blues.00007", + "blues.00008", + "blues.00009", + "blues.00010", + "blues.00011", + "blues.00050", + "blues.00051", + "blues.00052", + "blues.00053", + "blues.00054", + "blues.00055", + "blues.00056", + "blues.00057", + "blues.00058", + "blues.00059", + "blues.00060", + "classical.00000", + "classical.00001", + "classical.00002", + "classical.00003", + "classical.00004", + "classical.00005", + "classical.00006", + "classical.00007", + "classical.00008", + "classical.00009", + "classical.00010", + "classical.00068", + "classical.00069", + "classical.00070", + "classical.00071", + "classical.00072", + "classical.00073", + "classical.00074", + "classical.00075", + "classical.00076", + "country.00000", + "country.00001", + "country.00002", + "country.00003", + "country.00004", + "country.00005", + "country.00006", + "country.00007", + "country.00009", + "country.00010", + "country.00011", + "country.00012", + "country.00013", + "country.00014", + "country.00015", + "country.00016", + "country.00017", + "country.00018", + "country.00027", + "country.00041", + "country.00042", + "country.00045", + "country.00049", + "disco.00000", + "disco.00002", + "disco.00003", + "disco.00004", + "disco.00006", + "disco.00007", + "disco.00008", + "disco.00009", + "disco.00010", + "disco.00011", + "disco.00012", + "disco.00013", + "disco.00014", + "disco.00046", + "disco.00048", + "disco.00052", + "disco.00067", + "disco.00068", + "disco.00072", + "disco.00075", + "disco.00090", + "disco.00095", + "hiphop.00081", + "hiphop.00082", + "hiphop.00083", + "hiphop.00084", + "hiphop.00085", + "hiphop.00086", + "hiphop.00087", + "hiphop.00088", + "hiphop.00089", + "hiphop.00090", + "hiphop.00091", + "hiphop.00092", + "hiphop.00093", + "hiphop.00094", + "hiphop.00095", + "hiphop.00096", + "hiphop.00097", + "hiphop.00098", + "jazz.00002", + "jazz.00003", + "jazz.00004", + "jazz.00005", + "jazz.00006", + "jazz.00007", + "jazz.00008", + "jazz.00009", + "jazz.00010", + "jazz.00025", + "jazz.00026", + "jazz.00027", + "jazz.00028", + "jazz.00029", + "jazz.00030", + "jazz.00031", + "jazz.00032", + "metal.00000", + "metal.00001", + "metal.00006", + "metal.00007", + "metal.00008", + "metal.00009", + "metal.00010", + "metal.00011", + "metal.00016", + "metal.00017", + "metal.00018", + "metal.00019", + "metal.00020", + "metal.00036", + "metal.00037", + "metal.00068", + "metal.00076", + "metal.00077", + "metal.00081", + "metal.00082", + "pop.00010", + "pop.00053", + "pop.00055", + "pop.00058", + "pop.00059", + "pop.00060", + "pop.00061", + "pop.00062", + "pop.00081", + "pop.00083", + "pop.00084", + "pop.00085", + "pop.00086", + "reggae.00061", + "reggae.00062", + "reggae.00070", + "reggae.00072", + "reggae.00074", + "reggae.00076", + "reggae.00077", + "reggae.00078", + "reggae.00085", + "reggae.00092", + "reggae.00093", + "reggae.00094", + "reggae.00095", + "reggae.00096", + "reggae.00097", + "reggae.00098", + "reggae.00099", + "rock.00038", + "rock.00049", + "rock.00050", + "rock.00051", + "rock.00052", + "rock.00053", + "rock.00054", + "rock.00055", + "rock.00056", + "rock.00071", + "rock.00072", + "rock.00073", + "rock.00074", + "rock.00075", + "rock.00076", + "rock.00077", + "rock.00078", + "rock.00079", + "rock.00080", + "rock.00081", + "rock.00082", + "rock.00083", + "rock.00084", + "rock.00085", +] + + +URL = "http://opihi.cs.uvic.genres.tar.gz" +FOLDER_IN_ARCHIVE = "genres" +_CHECKSUMS = {"http://opihi.cs.uvic.genres.tar.gz": "5b3d6dddb579ab49814ab86dba69e7c7"} + + +def load_gtzan_item(fileid: str, path: str, ext_audio: str) -> Tuple[Tensor, str]: + """ + Loads a file from the dataset and returns the raw waveform + as a Torch Tensor, its sample rate as an integer, and its + genre as a string. + """ + # Filenames are of the form label.id, e.g. blues.00078 + label, _ = fileid.split(".") + + # Read wav + file_audio = os.path.join(path, label, fileid + ext_audio) + waveform, sample_rate = torchaudio.load(file_audio) + + return waveform, sample_rate, label + + +class GTZAN(Dataset): + """ + Create a Dataset for GTZAN. Each item is a tuple of the form: + (waveform, sample_rate, label). Additionally, can provide a + custom split that fixes some of GTZAN's duplication issues. + """ + + _ext_audio = ".wav" + + def __init__( + self, + root: str, + url: str = URL, + folder_in_archive: str = FOLDER_IN_ARCHIVE, + download: bool = False, + filtered: bool = False, + subset: str = "", + transform: Any = None, + target_transform: Any = None, + ) -> None: + + super(GTZAN, self).__init__() + self.root = root + self.url = url + self.folder_in_archive = folder_in_archive + self.download = download + self.filtered = filtered + self.subset = subset + self.transform = transform + self.target_transform = target_transform + + assert ( + not filtered or subset in ["training", "validation", "testing"] and filtered + ), ( + "When `filtered` is True, subset must take a value from " + + "{'training', 'validation', 'testing'}, otherwise `filtered` must be False." + ) + + archive = os.path.basename(url) + archive = os.path.join(root, archive) + self._path = os.path.join(root, folder_in_archive) + + if download: + if not os.path.isdir(self._path): + if not os.path.isfile(archive): + checksum = _CHECKSUMS.get(url, None) + download_url(url, root, hash_value=checksum, hash_type="md5") + extract_archive(archive) + + if not os.path.isdir(self._path): + raise RuntimeError( + "Dataset not found. Please use `download=True` to download it." + ) + + if not filtered: + walker = walk_files( + self._path, suffix=self._ext_audio, prefix=False, remove_suffix=True + ) + self._walker = list(walker) + else: + if self.subset == "training": + self._walker = filtered_train + elif self.subset == "validation": + self._walker = filtered_valid + elif self.subset == "testing": + self._walker = filtered_test + + def __getitem__(self, n: int) -> Tuple[Tensor, int, str]: + fileid = self._walker[n] + item = load_gtzan_item(fileid, self._path, self._ext_audio) + + waveform, sample_rate, label = item + if self.transform is not None: + waveform = self.transform(waveform) + if self.target_transform is not None: + labels = self.target_transform(labels) + return waveform, sample_rate, label + + def __len__(self) -> int: + return len(self._walker) From ca68ded6c2012a73d9d4156911baede6a3cb1ce3 Mon Sep 17 00:00:00 2001 From: Emmanouil Theofanis Chourdakis Date: Fri, 29 May 2020 20:52:05 +0300 Subject: [PATCH 2/9] Addressed review issues in PR #668 * Added dummy noise .wav in `test/assets/` * Removed transforms of input and output from the dataset `__init__` function, as well as the corresponding methods. * Replaced rendundant `filtered` and `subset` methods from class initialization and also changed the corresponding assertion message. --- test/assets/genres/noise/noise.0000.wav | Bin 0 -> 223532 bytes torchaudio/datasets/gtzan.py | 40 ++++++++++-------------- 2 files changed, 16 insertions(+), 24 deletions(-) create mode 100644 test/assets/genres/noise/noise.0000.wav diff --git a/test/assets/genres/noise/noise.0000.wav b/test/assets/genres/noise/noise.0000.wav new file mode 100644 index 0000000000000000000000000000000000000000..cf1cbcde22e41b56c4a02a8a5b13dbedd5dc3b3a GIT binary patch literal 223532 zcmZsC1y~zh*KJ%#NQe?3XmI!9Zl$GAFLmnf?OS(msk^&ST3Vn`N};&BJ3*5`LPFf< zmXF)}e*e99c+NaCbN1e6t+m$y!o$p)85L!@846k)x+rqP_I+l0AP@-r=gVRd2o#YD 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from the dataset and returns the raw waveform - as a Torch Tensor, its sample rate as an integer, and its + as a Torch Tensor, its sample rate as an integer, and its genre as a string. """ # Filenames are of the form label.id, e.g. blues.00078 @@ -985,8 +986,8 @@ def load_gtzan_item(fileid: str, path: str, ext_audio: str) -> Tuple[Tensor, str class GTZAN(Dataset): """ Create a Dataset for GTZAN. Each item is a tuple of the form: - (waveform, sample_rate, label). Additionally, can provide a - custom split that fixes some of GTZAN's duplication issues. + waveform, sample_rate, label. Please see http://marsyas.info/downloads/datasets.html + if you are planning to use this dataset to publish results. """ _ext_audio = ".wav" @@ -997,27 +998,23 @@ def __init__( url: str = URL, folder_in_archive: str = FOLDER_IN_ARCHIVE, download: bool = False, - filtered: bool = False, - subset: str = "", - transform: Any = None, - target_transform: Any = None, + subset: Any = None, ) -> None: - super(GTZAN, self).__init__() + # super(GTZAN, self).__init__() self.root = root self.url = url self.folder_in_archive = folder_in_archive self.download = download - self.filtered = filtered self.subset = subset - self.transform = transform - self.target_transform = target_transform - assert ( - not filtered or subset in ["training", "validation", "testing"] and filtered - ), ( - "When `filtered` is True, subset must take a value from " - + "{'training', 'validation', 'testing'}, otherwise `filtered` must be False." + warnings.warn("Please see http://marsyas.info/downloads/datasets.html " + "if you are planning to use this dataset to publish experimental " + "results using this dataset.") + + assert subset is None or subset in ["training", "validation", "testing"], ( + "When `subset` not None, it must take a value from " + + "{'training', 'validation', 'testing'}." ) archive = os.path.basename(url) @@ -1036,7 +1033,7 @@ def __init__( "Dataset not found. Please use `download=True` to download it." ) - if not filtered: + if self.subset is None: walker = walk_files( self._path, suffix=self._ext_audio, prefix=False, remove_suffix=True ) @@ -1052,12 +1049,7 @@ def __init__( def __getitem__(self, n: int) -> Tuple[Tensor, int, str]: fileid = self._walker[n] item = load_gtzan_item(fileid, self._path, self._ext_audio) - waveform, sample_rate, label = item - if self.transform is not None: - waveform = self.transform(waveform) - if self.target_transform is not None: - labels = self.target_transform(labels) return waveform, sample_rate, label def __len__(self) -> int: From 0cb6fa9b068e3a7272439f45e654e07d500a3fee Mon Sep 17 00:00:00 2001 From: Emmanouil Theofanis Chourdakis Date: Fri, 29 May 2020 21:31:33 +0300 Subject: [PATCH 3/9] Fixed E303: too many blank lines error --- test/test_datasets.py | 1 - 1 file changed, 1 deletion(-) diff --git a/test/test_datasets.py b/test/test_datasets.py index 735eac4daf..ab1e74e888 100644 --- a/test/test_datasets.py +++ b/test/test_datasets.py @@ -61,6 +61,5 @@ def test_gtzan(self): data[0] - if __name__ == "__main__": unittest.main() From 1586ddafb71321cc9664d673326fc8ed5a8d5bae Mon Sep 17 00:00:00 2001 From: Emmanouil Theofanis Chourdakis Date: Tue, 2 Jun 2020 18:21:46 +0300 Subject: [PATCH 4/9] Added GTZAN to __init__.__all__ --- torchaudio/datasets/__init__.py | 1 + 1 file changed, 1 insertion(+) diff --git a/torchaudio/datasets/__init__.py b/torchaudio/datasets/__init__.py index 26d8216114..f32715e0db 100644 --- a/torchaudio/datasets/__init__.py +++ b/torchaudio/datasets/__init__.py @@ -13,6 +13,7 @@ "VCTK", "YESNO", "LJSPEECH", + "GTZAN", "diskcache_iterator", "bg_iterator", ) From 79b6aa3838375e1c1101f7f0f728144ef4deb573 Mon Sep 17 00:00:00 2001 From: Emmanouil Theofanis Chourdakis Date: Tue, 2 Jun 2020 18:31:54 +0300 Subject: [PATCH 5/9] Fixed incorrectly not importing GTZAN --- torchaudio/datasets/__init__.py | 1 + 1 file changed, 1 insertion(+) diff --git a/torchaudio/datasets/__init__.py b/torchaudio/datasets/__init__.py index f32715e0db..1741889029 100644 --- a/torchaudio/datasets/__init__.py +++ b/torchaudio/datasets/__init__.py @@ -3,6 +3,7 @@ from .speechcommands import SPEECHCOMMANDS from .utils import bg_iterator, diskcache_iterator from .vctk import VCTK +from .gtzan import GTZAN from .yesno import YESNO from .ljspeech import LJSPEECH From 405cae2497a14b05e8073c575e75b345ec6892e9 Mon Sep 17 00:00:00 2001 From: Vincent QB Date: Tue, 2 Jun 2020 17:13:01 -0400 Subject: [PATCH 6/9] removed duplicate warning --- torchaudio/datasets/gtzan.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/torchaudio/datasets/gtzan.py b/torchaudio/datasets/gtzan.py index 4eb8653831..4a26738b6a 100644 --- a/torchaudio/datasets/gtzan.py +++ b/torchaudio/datasets/gtzan.py @@ -986,7 +986,9 @@ def load_gtzan_item(fileid: str, path: str, ext_audio: str) -> Tuple[Tensor, str class GTZAN(Dataset): """ Create a Dataset for GTZAN. Each item is a tuple of the form: - waveform, sample_rate, label. Please see http://marsyas.info/downloads/datasets.html + waveform, sample_rate, label. + + Please see http://marsyas.info/downloads/datasets.html if you are planning to use this dataset to publish results. """ @@ -1008,10 +1010,6 @@ def __init__( self.download = download self.subset = subset - warnings.warn("Please see http://marsyas.info/downloads/datasets.html " - "if you are planning to use this dataset to publish experimental " - "results using this dataset.") - assert subset is None or subset in ["training", "validation", "testing"], ( "When `subset` not None, it must take a value from " + "{'training', 'validation', 'testing'}." From 93f83974162b656f6238ce6b0ade24910ae8e588 Mon Sep 17 00:00:00 2001 From: Vincent QB Date: Tue, 2 Jun 2020 17:30:46 -0400 Subject: [PATCH 7/9] lint --- torchaudio/datasets/gtzan.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/torchaudio/datasets/gtzan.py b/torchaudio/datasets/gtzan.py index 4a26738b6a..13d7e8b68b 100644 --- a/torchaudio/datasets/gtzan.py +++ b/torchaudio/datasets/gtzan.py @@ -987,7 +987,7 @@ class GTZAN(Dataset): """ Create a Dataset for GTZAN. Each item is a tuple of the form: waveform, sample_rate, label. - + Please see http://marsyas.info/downloads/datasets.html if you are planning to use this dataset to publish results. """ From 2a0c463a80f675050f48fec35005576af2404e8d Mon Sep 17 00:00:00 2001 From: Emmanouil Theofanis Chourdakis Date: Thu, 16 Jul 2020 22:10:56 +0300 Subject: [PATCH 8/9] Changed GTZAN so that it only traverses filenames belonging to the dataset Now, instead of walking the whole directory and subdirectories of the dataset GTZAN only looks for files under a `genre`/`genre`.`5 digit number`.wav format, where `genre` is an allowed GTZAN genre label. 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zDWGYPwYtOLlYko-1Y!e6LDvkc!D|dhK-r)%z}SliI11DP>4x>t0{u2nJV*rSfkQwB zxJ};&`U1QL-3FNfXF&tNe&9XmBR~Z4fp8E2JOYwI1Hu}JfEC4VVM-2e~ch0y7BW3_VMklQi*BkGCVZTv`k^M{YFYrGXgVFOh`iu7~ zmd=QPjmlqczvKP#gc^}w%wMwKF@E_#{{N}}SNWd?^l!}nvG{lR#fBPV!;ItaZ2mVQ z-e43FNa@#zd64%`oA;(<^0?E7wrT_o{ literal 0 HcmV?d00001 diff --git a/torchaudio/datasets/gtzan.py b/torchaudio/datasets/gtzan.py index 13d7e8b68b..1396847423 100644 --- a/torchaudio/datasets/gtzan.py +++ b/torchaudio/datasets/gtzan.py @@ -22,6 +22,19 @@ # Those are used when GTZAN is initialised with the `filtered` keyword. # The split was taken from (github) jordipons/sklearn-audio-transfer-learning. +gtzan_genres = [ + "blues", + "classical", + "country", + "disco", + "hiphop", + "jazz", + "metal", + "pop", + "reggae", + "rock", +] + filtered_test = [ "blues.00012", "blues.00013", @@ -964,7 +977,9 @@ URL = "http://opihi.cs.uvic.ca/sound/genres.tar.gz" FOLDER_IN_ARCHIVE = "genres" -_CHECKSUMS = {"http://opihi.cs.uvic.ca/sound/genres.tar.gz": "5b3d6dddb579ab49814ab86dba69e7c7"} +_CHECKSUMS = { + "http://opihi.cs.uvic.ca/sound/genres.tar.gz": "5b3d6dddb579ab49814ab86dba69e7c7" +} def load_gtzan_item(fileid: str, path: str, ext_audio: str) -> Tuple[Tensor, str]: @@ -1032,10 +1047,32 @@ def __init__( ) if self.subset is None: - walker = walk_files( - self._path, suffix=self._ext_audio, prefix=False, remove_suffix=True - ) - self._walker = list(walker) + # Check every subdirectory under dataset root + # which has the same name as the genres in + # GTZAN (e.g. `root_dir'/blues/, `root_dir'/rock, etc.) + # This lets users remove or move around song files, + # useful when e.g. they want to use only some of the files + # in a genre or want to label other files with a different + # genre. + self._walker = [] + + root = os.path.expanduser(self._path) + + for directory in gtzan_genres: + fulldir = os.path.join(root, directory) + + if not os.path.exists(fulldir): + continue + + songs_in_genre = os.listdir(fulldir) + for fname in songs_in_genre: + name, ext = os.path.splitext(fname) + if ext.lower() == "wav" and "." in name: + # Check whether the file is of the form + # `gtzan_genre`.`5 digit number`.wav + genre, num = name.split(".") + if genre in gtzan_genres and len(num) == 5 and num.isdigit(): + self._walker.append(name) else: if self.subset == "training": self._walker = filtered_train From 7fb3b631106ea621ea449e289ae76ceb30e579f9 Mon Sep 17 00:00:00 2001 From: Emmanouil Theofanis Chourdakis Date: Thu, 16 Jul 2020 23:39:46 +0300 Subject: [PATCH 9/9] Fixed typo when checking for extension --- torchaudio/datasets/gtzan.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/torchaudio/datasets/gtzan.py b/torchaudio/datasets/gtzan.py index 1396847423..9098cf1fe0 100644 --- a/torchaudio/datasets/gtzan.py +++ b/torchaudio/datasets/gtzan.py @@ -8,7 +8,6 @@ from torchaudio.datasets.utils import ( download_url, extract_archive, - walk_files, ) # The following lists prefixed with `filtered_` provide a filtered split @@ -1067,7 +1066,7 @@ def __init__( songs_in_genre = os.listdir(fulldir) for fname in songs_in_genre: name, ext = os.path.splitext(fname) - if ext.lower() == "wav" and "." in name: + if ext.lower() == ".wav" and "." in name: # Check whether the file is of the form # `gtzan_genre`.`5 digit number`.wav genre, num = name.split(".")