diff --git a/docs/source/mirdata.rst b/docs/source/mirdata.rst index 75622c6c5..c31baae2d 100644 --- a/docs/source/mirdata.rst +++ b/docs/source/mirdata.rst @@ -91,6 +91,14 @@ da_tacos :inherited-members: +filosax +^^^^^^^ + +.. automodule:: mirdata.datasets.filosax + :members: + :inherited-members: + + freesound_one_shot_percussive_sounds ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ diff --git a/docs/source/table.rst b/docs/source/table.rst index 3ff7fd298..a6d387100 100644 --- a/docs/source/table.rst +++ b/docs/source/table.rst @@ -109,6 +109,18 @@ - .. image:: https://licensebuttons.net/l/by-sa/4.0/80x15.png :target: https://creativecommons.org/licenses/by-sa/4.0 + * - Filosax + - - audio: 🔑 + - annotations: 🔑 + - midi: 🔑 + - - :ref:`f0` + - :ref:`beats` + - :ref:`chords` + - :ref:`tempo` + - :ref:`notes` + - 48 + - ❌ + * - Freesound One-Shot Percussive Sounds - - audio: ✅ - annotations: ✅ diff --git a/mirdata/datasets/filosax.py b/mirdata/datasets/filosax.py new file mode 100644 index 000000000..d47c15d4a --- /dev/null +++ b/mirdata/datasets/filosax.py @@ -0,0 +1,510 @@ +"""Filosax Dataset Loader + +.. admonition:: Dataset Info + :class: dropdown + + The Filosax dataset was conceived, curated and compiled by Dave Foster (a PhD student on the AIM programme at QMUL) and his supervisor Simon Dixon (C4DM @ QMUL). + The dataset is a collection of 48 multitrack jazz recordings, where each piece has 8 corresponding audio files: + + 1) The original Aebersold backing track (stereo) + 2) Bass_Drums, a mono file of a mix of bass and drums + 3) Piano_Drums, a mono file of a mix of piano and drums + 4) Participant 1 Sax, a mono file of solo saxophone + 5) Participant 2 Sax, a mono file of solo saxophone + 6) Participant 3 Sax, a mono file of solo saxophone + 7) Participant 4 Sax, a mono file of solo saxophone + 8) Participant 5 Sax, a mono file of solo saxophone + + Each piece is ~6mins long, so each of the 8 stems contains ~5hours of audio + + For each piece, there is a corresponding .jams file containing piece-level annotations: + + 1) Beat annotation for the start of each bar and any mid-bar chord change + 2) Chord annotation for each bar, and mid-bar chord change + 3) Section annotation for when the solo changes between the 3 categories: + a) head (melody) + b) written solo (interpretation of transcribed solo) + c) improvised solo + + For each Sax recording (5 per piece), there is a corresponding .json file containing note annotations (see Note object). + + The Participant folders also contain MIDI files of the transcriptions (frame level and score level) as well as a PDF and MusicXML of the typeset solo. + + The dataset comes in 2 flavours: full (all 48 tracks and 5 sax players) and lite (5 tracks and 2 sax players). + Both flavours can be used with or without the backing tracks (which need to be purchased online). + Hence, when opening the dataset, use one of 4 versions: 'full', 'full_sax', 'lite', 'lite_sax'. + +""" +import csv +import json +import os +import jams +from typing import BinaryIO, Dict, Optional, TextIO, Tuple, List + +import librosa +import numpy as np +from smart_open import open + +from mirdata import download_utils, jams_utils, core, annotations, io + +BIBTEX = """ +@inproceedings{ + foster_filosax_2021, + title={Filosax: A Dataset of Annotated Jazz Saxophone Recordings}, + author={Foster, Dave and Dixon, Simon}, + booktitle={International Society for Music Information Retrieval (ISMIR) Conference}, + year={2021} +} +""" + +INDEXES = { + "default": "full_1.0", + "full": "full_1.0", + "full_sax": "full_sax_1.0", + "lite": "lite_1.0", + "lite_sax": "lite_sax_1.0", + "test": "test", + "full_1.0": core.Index(filename="filosax_index_full_1.0.json"), + "full_sax_1.0": core.Index(filename="filosax_index_full_sax_1.0.json"), + "lite_1.0": core.Index(filename="filosax_index_lite_1.0.json"), + "lite_sax_1.0": core.Index(filename="filosax_index_lite_sax_1.0.json"), + "test": core.Index(filename="filosax_index_lite_1.0.json"), +} + +DOWNLOAD_INFO = """ +To download the dataset, first go to the Zenodo pages below to request access: + +(Full - 14.5GB) +https://zenodo.org/record/5643843#.YYL7aS2l3UI + +(Lite - 558MB) +https://zenodo.org/record/5643734#.YYLQ-i2l3UI + +Unzip the downloaded file to the folder /Users//mir_datasets/ (or wherever data_home has been assigned on initialization), and remove the version number from the folder: + +(Full) +/Users//mir_datasets/Filosax + +(Lite) +/Users//mir_datasets/Filosax_Lite + +This data is sufficient to use the dataset in the "_sax" (sax only) mode. To download the backing data, go to the Aebersold sites: + +(Full) +https://www.jazzbooks.com/mm5/merchant.mvc?&Screen=WISH&Store_Code=JAJAZZ&WishList_ID=1679 + +(Lite) +https://www.jazzbooks.com/mm5/merchant.mvc?&Screen=WISH&Store_Code=JAJAZZ&WishList_ID=1678 + +Put the files downloaded into the "/Aebersold" folder, and then run the appropriate script from inside the home folder: + +(Full) +python Scripts/Compile_Backing.py -version full + +(Lite) +python Scripts/Compile_Backing.py -version lite + +which populates the "/Backing" folder with edited files, which match the versions that were used in the recordings. + +""" + +LICENSE_INFO = """ +The Filosax dataset contains copyright material and is shared with researchers under the following conditions: +1. Filosax may only be used by the individual signing below and by members of the research group or organisation of this individual. This permission is not transferable. +2. Filosax may be used only for non-commercial research purposes. +3. Filosax (or data enabling the its reproduction) may not be sold, leased, published or distributed to any third party without written permission from the Filosax administrator. +4. When research results obtained using Filosax are publicly released (in the form of reports, publications, or derivative software), clear indication of the use of Filosax shall be given, usually in the form of a citation of the following paper: + D. Foster and S. Dixon (2021), Filosax: A Dataset of Annotated Jazz Saxophone Recordings. + 22nd International Society for Music Information Retrieval Conference (ISMIR). +5. Queen Mary University of London shall not be held liable for any errors in the content of Filosax nor damage arising from the use of Filosax. +6. The Filosax administrator may update these conditions of use at any time. +""" + + +class Note: + """Filosax Note class - dictionary wrapper to give dot properties + + Args: + input_dict (dict): dictionary of attributes + + Attributes: + a_start_time (float): the time stamp of the note start, in seconds + a_end_time (float): the time stamp of the note end, in seconds + a_duration (float): the duration of the note, in seconds + a_onset_time (float): the onset time (compared to a_start_time) (filosax_full only, 0.0 otherwise) + midi_pitch (int): the quantised midi pitch + crochet_num (int): the number of sub-divisions which define a crochet (always 24) + musician (int): the participant ID + bar_num (int): the bar number of the start of the note + s_start_time (float): the time stamp of the score note start, in seconds + s_duration (float): the duration of the score note, in seconds + s_end_time (float): the time stamp of the score note end, in seconds + s_rhythmic_duration (int): the duration of the score note (compared to crochet_num) + s_rhythmic_position (int): the position in the bar of the score note start (compared to crochet_num) + tempo (float): the tempo at the start of the note, in beats per minute + bar_type (int): the section annotation where 0 = head, 1 = written solo, 2 = improvised solo + is_grace (bool): is the note a grace note, associated with the following note + chord_changes (dict): the chords, where the key is the rhythmic position of the chord (using crochet_num, relative to s_rhythmic_position) and the value a JAMS chord annotation (An additional chord is added in the case of a quaver at the end of the bar, followed by a rest on the downbeat) + num_chord_changes (int): the number of chords which accompany the note (usually 1, sometimes >1 for long notes) + main_chord_num (int): usually 0, sometimes 1 in the quaver case described above + scale_changes (list, int): the degree of the chromatic scale when midi_pitch is compared to chord_root + loudness_max_val (float): the value (db) of the maximum loudness + loudness_max_time (float): the time (seconds) of the maximum loudness (compared to a_start_time) + loudness_curve (list, float): the inter-note loudness values, 1 per millisecond + pitch_average_val (float): the value (midi) of the average pitch and + pitch_average_time (float): the time (seconds) of the average pitch (compared to a_start_time) + pitch_curve (list, float): the inter-note pitch values, 1 per millisecond + pitch_vib_freq (float): the vibrato frequency (Hz), 0.0 if no vibrato detected + pitch_vib_ext (float): the vibrato extent (midi), 0.0 if no vibrato detected + spec_cent (float): the spectral centroid value at the time of the maximum loudness + spec_flux (float): the spectral flux value at the time of the maximum loudness + spec_cent_curve (list, float): the inter-note spectral centroid values, 1 per millisecond + spec_flux_curve (list, float): the inter-note spectral flux values, 1 per millisecond + seq_len (int): the length of the phrase in which the note falls (filosax_full only, -1 otherwise) + seq_num (int): the note position in the phrase (filosax_full only, -1 otherwise) + + """ + + def __init__(self, input_dict): + self.a_start_time = ( + input_dict["a_start_time"] if "a_start_time" in input_dict else 0.0 + ) + self.a_end_time = ( + input_dict["a_end_time"] if "a_end_time" in input_dict else 0.0 + ) + self.a_duration = ( + input_dict["a_duration"] if "a_duration" in input_dict else 0.0 + ) + self.a_onset_time = ( + input_dict["a_onset_time"] if "a_onset_time" in input_dict else 0.0 + ) + self.midi_pitch = input_dict["midi_pitch"] if "midi_pitch" in input_dict else 0 + self.crochet_num = ( + input_dict["crochet_num"] if "crochet_num" in input_dict else 24 + ) + self.musician = input_dict["musician"] if "musician" in input_dict else 1 + self.bar_num = input_dict["bar_num"] if "bar_num" in input_dict else 1 + self.s_start_time = ( + input_dict["s_start_time"] if "s_start_time" in input_dict else 0.0 + ) + self.s_duration = ( + input_dict["s_duration"] if "s_duration" in input_dict else 0.0 + ) + self.s_end_time = ( + (self.s_start_time + self.s_duration) + if "s_start_time" in input_dict + else 0.0 + ) + self.s_rhythmic_duration = ( + input_dict["s_rhythmic_duration"] + if "s_rhythmic_duration" in input_dict + else 0.0 + ) + self.s_rhythmic_position = ( + input_dict["s_rhythmic_position"] + if "s_rhythmic_position" in input_dict + else 0.0 + ) + self.tempo = input_dict["tempo"] if "tempo" in input_dict else 0.0 + self.bar_type = input_dict["bar_type"] if "bar_type" in input_dict else 1 + self.is_grace = input_dict["is_grace"] if "is_grace" in input_dict else 0 + self.chord_changes = ( + input_dict["chord_changes"] if "chord_changes" in input_dict else [0] + ) + self.num_chord_changes = ( + input_dict["num_chord_changes"] if "num_chord_changes" in input_dict else 0 + ) + self.main_chord_num = ( + input_dict["main_chord_num"] if "main_chord_num" in input_dict else 0 + ) + self.scale_changes = ( + input_dict["scale_changes"] if "scale_changes" in input_dict else [0] + ) + self.loudness_max_val = ( + input_dict["loudness_max_val"] if "loudness_max_val" in input_dict else 0.0 + ) + self.loudness_max_time = ( + input_dict["loudness_max_time"] + if "loudness_max_time" in input_dict + else 0.0 + ) + self.loudness_curve = ( + input_dict["loudness_curve"] if "loudness_curve" in input_dict else [0.0] + ) + self.pitch_average_val = ( + input_dict["pitch_average_val"] + if "pitch_average_val" in input_dict + else 0.0 + ) + self.pitch_average_time = ( + input_dict["pitch_average_time"] + if "pitch_average_time" in input_dict + else 0.0 + ) + self.pitch_curve = ( + input_dict["pitch_curve"] if "pitch_curve" in input_dict else [0.0] + ) + self.pitch_vib_freq = ( + input_dict["pitch_vib_freq"] if "pitch_vib_freq" in input_dict else 0.0 + ) + self.pitch_vib_ext = ( + input_dict["pitch_vib_ext"] if "pitch_vib_ext" in input_dict else 0.0 + ) + self.spec_cent = input_dict["spec_cent"] if "spec_cent" in input_dict else 0.0 + self.spec_flux = input_dict["spec_flux"] if "spec_flux" in input_dict else 0.0 + self.spec_cent_curve = ( + input_dict["spec_cent_curve"] if "spec_cent_curve" in input_dict else [0.0] + ) + self.spec_flux_curve = ( + input_dict["spec_flux_curve"] if "spec_flux_curve" in input_dict else [0.0] + ) + self.seq_len = input_dict["seq_len"] if "seq_len" in input_dict else -1 + self.seq_num = input_dict["seq_num"] if "seq_len" in input_dict else -1 + + +class Track(core.Track): + """Filosax track class + + Args: + track_id (str): track id of the track + + Attributes: + audio_path (str): path to audio file + annotation_path (str): path to annotation file + midi_path (str): path to MIDI file + musicXML_path (str): path to musicXML file + pdf_path (str): path to PDF file + + Cached Properties: + notes (list, Note): an ordered list of Note objects + + """ + + def __init__(self, track_id, data_home, dataset_name, index, metadata): + + super().__init__( + track_id, + data_home, + dataset_name=dataset_name, + index=index, + metadata=metadata, + ) + + self.audio_path = self.get_path("audio") + self.annotation_path = self.get_path("annotation") + self.midi_path = self.get_path("midi") + self.musicXML_path = self.get_path("musicXML") + self.pdf_path = self.get_path("pdf") + + @core.cached_property + def notes(self) -> Optional[List[Note]]: + """The track's note list - only for Sax files + + Returns: + * [Note] - ordered list of Note objects (empty if Backing file) + + """ + if not self.annotation_path: + return [Note({})] + else: + return load_annotation(self.annotation_path) + + @property + def audio(self) -> Optional[Tuple[np.ndarray, float]]: + """The track's audio + + Returns: + * np.ndarray - audio signal + * float - sample rate + + """ + return load_audio(self.audio_path) + + def to_jams(self): + return jams_utils.jams_converter( + audio_path=self.audio_path, + ) + + +class MultiTrack(core.MultiTrack): + """Filosax multitrack class + + Args: + mtrack_id (str): multitrack id + data_home (str): Local path where the dataset is stored. + If `None`, looks for the data in the default directory, `~/mir_datasets/Filosax` + + Attributes: + mtrack_id (str): track id + tracks (dict): {track_id: Track} + track_audio_property (str): the name of the attribute of Track which + returns the audio to be mixed + name (str): the name of the tune + duration (float): the duration, in seconds + beats (list, Observation): the time and beat numbers of bars and chord changes + chords (list, Observation): the time of chord changes + segments (list, Observation): the time of segment changes + bass_drums (Track): the associated bass/drums track + piano_drums (Track): the associated piano/drums track + sax (list, Track): a list of associated sax tracks + + Cached Properties: + annotation (jams.JAMS): a .jams file containing the annotations + + """ + + def __init__( + self, mtrack_id, data_home, dataset_name, index, track_class, metadata + ): + super().__init__( + mtrack_id=mtrack_id, + data_home=data_home, + dataset_name=dataset_name, + index=index, + track_class=track_class, + metadata=metadata, + ) + self.annotation_path = self.get_path("annotations") + + @property + def track_audio_property(self): + return "audio" + + @core.cached_property + def annotation(self) -> Optional[annotations.EventData]: + """output type: .jams file""" + return jams.load(self.annotation_path) + + @property + def name(self): + """The track's name + + Returns: + * str - track name + + """ + return self.annotation["file_metadata"]["title"] + + @property + def duration(self): + """The track's duration + + Returns: + * float - track duration (in seconds) + + """ + return self.annotation["file_metadata"]["duration"] + + @property + def beats(self): + """The times of downbeats and chord changes + + Returns: + * (SortedKeyList, Observation) - timestamp, duration (seconds), beat + + """ + return self.annotation.search(namespace="beat")[0]["data"] + + @property + def chords(self): + """The times and values of chord changes + + Returns: + * (SortedKeyList, Observation) - timestamp, duration (seconds), chord symbol + + """ + return self.annotation.search(namespace="chord")[0]["data"] + + @property + def segments(self): + """The times of segment changes (values are 'head', 'written solo', 'improvised solo') + + Returns: + * (SortedKeyList, Observation) - timestamp, duration (seconds), beat + + """ + return self.annotation.search(namespace="segment_open")[0]["data"] + + @property + def bass_drums(self): + """The associated bass/drums track + + Returns: + * Track + + """ + return self.tracks[self.mtrack_id + "_bass_drums"] + + @property + def piano_drums(self): + """The associated piano/drums track + + Returns: + * Track + + """ + return self.tracks[self.mtrack_id + "_piano_drums"] + + @property + def sax(self): + """The associated sax tracks (1-5) + + Returns: + * (list, Track) + + """ + return [self.tracks["%s_sax_%d" % (self.mtrack_id, n)] for n in [1, 2, 3, 4, 5]] + + def to_jams(self): + """Jams: the track's data in jams format""" + return self.annotation + + +@io.coerce_to_bytes_io +def load_audio(fhandle: BinaryIO) -> Tuple[np.ndarray, float]: + """Load a Filosax audio file. + + Args: + fhandle (str or file-like): path or file-like object pointing to an audio file + + Returns: + * np.ndarray - the audio signal + * float - The sample rate of the audio file + + """ + return librosa.load(fhandle, sr=None, mono=True) + + +@io.coerce_to_string_io +def load_annotation(fhandle: TextIO) -> List[Note]: + """Load a Filosax annotation file. + + Args: + fhandle (str or file-like): path or file-like object pointing to an audio file + + Returns: + * (list, Note): an ordered list of Note objects + + """ + note_dict = json.load(fhandle)["notes"] + return [Note(n) for n in note_dict] + + +@core.docstring_inherit(core.Dataset) +class Dataset(core.Dataset): + """ + The Filosax dataset + """ + + def __init__(self, data_home=None, version="default"): + super().__init__( + data_home, + version, + name="filosax", + track_class=Track, + multitrack_class=MultiTrack, + bibtex=BIBTEX, + indexes=INDEXES, + download_info=DOWNLOAD_INFO, + license_info=LICENSE_INFO, + ) diff --git a/mirdata/datasets/indexes/filosax_index_full_1.0.json b/mirdata/datasets/indexes/filosax_index_full_1.0.json new file mode 100644 index 000000000..761bf687a --- /dev/null +++ b/mirdata/datasets/indexes/filosax_index_full_1.0.json @@ -0,0 +1,8119 @@ +{ + "version": "1.0", + "tracks": { + "multitrack_01_bass_drums": { + "audio": [ + "Backing/01/Bass_Drums.wav", + "6671fc38cb650df9a109f940c838202e" + ], + "annotation": [ + null, + null + ], + "midi": [ + null, + null + ], + "musicXML": [ + null, + null + ], + "pdf": [ + null, + null + ] + }, + "multitrack_01_piano_drums": { + "audio": [ + "Backing/01/Piano_Drums.wav", + "98c89d96ecee38d8b847412190a232a9" + ], + "annotation": [ + null, + null + ], + "midi": [ + null, + null + ], + "musicXML": [ + null, + null + ], + "pdf": [ + null, + null + ] + }, + "multitrack_01_sax_1": { + "audio": [ + "Participant 1/01/Sax.wav", + "2c40445f9a2aaf88731e273c688fa366" + ], + "annotation": [ + "Participant 1/01/annotations.json", + "9b770a33af09f0b08f791b2c913c4c30" + ], + "midi": [ + "Participant 1/01/Sax.mid", + "af0377fe1a0aa28b739e6381f0d040d3" + ], + "musicXML": [ + "Participant 1/01/Sax.musicxml", + "d9bbba0c66cded1eb3a0fc1112fcfa45" + ], + "pdf": [ + "Participant 1/01/Sax.pdf", + "3ef571f27b64eb01e835799a61a3abb6" + ] + }, + "multitrack_01_sax_2": { + "audio": [ + "Participant 2/01/Sax.wav", + "3a3539ed1e24c634b7e0be531fbf22bf" + ], + "annotation": [ + "Participant 2/01/annotations.json", + "347f856bc63e3b2e6f392bb6a1d4bf00" + ], + "midi": [ + "Participant 2/01/Sax.mid", + "f9a5668e6a1eb21a1415304941c830a7" + ], + "musicXML": [ + "Participant 2/01/Sax.musicxml", + "f348bf73ee06c85bb6c84820621f086f" + ], + "pdf": [ + "Participant 2/01/Sax.pdf", + "cf54afcc6bf5e9aff5fd08fb0b10b485" + ] + }, + "multitrack_01_sax_3": { + "audio": [ + "Participant 3/01/Sax.wav", + "8aeae323b21206e2075997643fc0c766" + ], + "annotation": [ + "Participant 3/01/annotations.json", + "418629d308f4a8f8071f4e10dd427359" + ], + "midi": [ + "Participant 3/01/Sax.mid", + "a158f6953140378c785a77f873482788" + ], + "musicXML": [ + "Participant 3/01/Sax.musicxml", + "90a4bdf45e75a616d71273e6c038fbc3" + ], + "pdf": [ + "Participant 3/01/Sax.pdf", + "48c5f3a8b26828894b73fcb7f522a70e" + ] + }, + "multitrack_01_sax_4": { + "audio": [ + "Participant 4/01/Sax.wav", + "8e259be305e34e15305f064f8c2a96c7" + ], + "annotation": [ + "Participant 4/01/annotations.json", + "334c57f54436adeb00a138ca946b433f" + ], + "midi": [ + "Participant 4/01/Sax.mid", + "62105c23faf5a27fcd4711f7fe7cccf3" + ], + "musicXML": [ + "Participant 4/01/Sax.musicxml", + "1fcd486dc3494495cb5c10813105c655" + ], + "pdf": [ + "Participant 4/01/Sax.pdf", + 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+ "Participant 2/05/Sax.pdf", + "74dcfd3ffd7b9ca6f7c402337e4c0127" + ] + } + }, + "multitracks": { + "multitrack_01": { + "tracks": [ + "multitrack_01_sax_1", + "multitrack_01_sax_2" + ], + "annotations": [ + "Backing/01/annotations.jams", + "3a9ea0acdcf9bcf1abb4cf658d359c37" + ] + }, + "multitrack_02": { + "tracks": [ + "multitrack_02_sax_1", + "multitrack_02_sax_2" + ], + "annotations": [ + "Backing/02/annotations.jams", + "838e8067f20f435b9251c7e43c1d807e" + ] + }, + "multitrack_03": { + "tracks": [ + "multitrack_03_sax_1", + "multitrack_03_sax_2" + ], + "annotations": [ + "Backing/03/annotations.jams", + "38085c59fc12a8b8414c7d667e1c0dc1" + ] + }, + "multitrack_04": { + "tracks": [ + "multitrack_04_sax_1", + "multitrack_04_sax_2" + ], + "annotations": [ + "Backing/04/annotations.jams", + "edca3dd9590f271360321ca90f11ac51" + ] + }, + "multitrack_05": { + "tracks": [ + "multitrack_05_sax_1", + "multitrack_05_sax_2" + ], + "annotations": [ + "Backing/05/annotations.jams", + "d867da8ece7864c747e0a444e5ab3188" + ] + } + } +} \ No newline at end of file diff --git a/scripts/make_filosax_index.py b/scripts/make_filosax_index.py new file mode 100644 index 000000000..0123d1fe9 --- /dev/null +++ b/scripts/make_filosax_index.py @@ -0,0 +1,155 @@ +import argparse +import json +import os +from pathlib import Path +from mirdata.validate import md5 + +BACKING_FOLDER = "Backing" +SAX_FOLDER = "Participant " +FULL_TRACKS = 48 +LITE_TRACKS = 5 +FULL_PARTICIPANTS = 5 +LITE_PARTICIPANTS = 2 + +#FILOSAX_INDEX_PATH = "/mir_datasets/Filosax_Lite/Scripts" +FILOSAX_INDEX_PATH = "/mir_datasets/Filosax_Lite/Scripts" + +def tuple_for_file(file_path): + relative_path = Path(file_path.parts[-3]) / file_path.parts[-2] / file_path.parts[-1] + return (relative_path.as_posix(), md5(file_path)) + +def save_json(file_name, save_file, version_num): + #save_path = Path(FILOSAX_INDEX_PATH) / ("%s_%s.json" % (file_name, version_num)) + save_path = Path(filosax_path) / ("%s_%s.json" % (file_name, version_num)) + with open(save_path, "w") as fhandle: + json.dump(save_file, fhandle, indent=2) + +def get_backing_files(track_id, filosax_path, include_checksum=True): + backing_path = Path(filosax_path) / BACKING_FOLDER / track_id + a = backing_path / "Bass_Drums.wav" + b = backing_path / "Piano_Drums.wav" + c = backing_path / "annotations.jams" + if (include_checksum): + return (backing_path, tuple_for_file(a), tuple_for_file(b), tuple_for_file(c)) + return (backing_path, a, b, c) + +def get_sax_files(sax_num, track_id, filosax_path, include_checksum=True): + sax_folder = SAX_FOLDER + str(sax_num + 1) + sax_path = Path(filosax_path) / sax_folder / track_id + a = sax_path / "Sax.wav" + b = sax_path / "annotations.json" + c = sax_path / "Sax.mid" + d = sax_path / "Sax.musicxml" + e = sax_path / "Sax.pdf" + if (include_checksum): + return (sax_path, tuple_for_file(a), tuple_for_file(b), tuple_for_file(c), tuple_for_file(d), tuple_for_file(e)) + return (sax_path, a, b, c, d, e) + +def get_backing_names(multi_name): + a_ = multi_name + "_bass_drums" + b_ = multi_name + "_piano_drums" + return a_, b_ + +def check_files(track_id, filosax_path): + backing_path, a, b, c = get_backing_files(track_id, filosax_path, include_checksum=False) + + # Check if backing folder exists + if not backing_path.exists(): + raise OSError("Error: folder structure incomplete. '%s' folder missing from 'Backing' folder." % track_id) + + # Check if backing files exist + if (not a.exists()) or (not b.exists()) or (not c.exists()): + raise OSError("Error: files missing from %s folder in 'Backing'." % track_id) + + # Check if sax folders and files exist + for sax_num in range(FULL_PARTICIPANTS): + sax_folder = SAX_FOLDER + str(sax_num + 1) + (sax_path, a, b, c, d, e) = get_sax_files(sax_num, track_id, filosax_path, include_checksum=False) + if not sax_path.exists(): + raise OSError("Error: folder structure incomplete. '%s' folder missing from '%s' folder." % (track_id, sax_folder)) + if (not a.exists()) or (not b.exists()) or (not c.exists()) or (not d.exists()) or (not e.exists()): + raise OSError("Error: files missing from '%s' folder in '%s'." % (track_id, sax_folder)) + +def make_filosax_indexes(filosax_path, full_version, lite_version): + print("Making Filosax indexes. Warning: this can take around 30 mins!") + + # Makes 4 indexes: full, full_sax, lite, lite_sax + full_index = {"version": full_version} + full_sax_index = {"version": full_version} + lite_index = {"version": lite_version} + lite_sax_index = {"version": lite_version} + + tracks_full, tracks_full_sax, tracks_lite, tracks_lite_sax = ({} for i in range(4)) + multitracks_full, multitracks_full_sax, multitracks_lite, multitracks_lite_sax = ({} for i in range(4)) + + # Iterate over tracks + for track_num in range(FULL_TRACKS): + print(".", end = '') + track_id = "%.2d" % (track_num + 1) + check_files(track_id, filosax_path) + multi_name = "multitrack_" + track_id + track_names_full, track_names_full_sax, track_names_lite, track_names_lite_sax = ([] for i in range(4)) + + # Process backing files + _, a, b, backing_annot = get_backing_files(track_id, filosax_path) + a_, b_ = get_backing_names(multi_name) + track_names_full.extend([a_, b_]) + tuplet_none = (None, None) + tracks_full.update({a_: {"audio": a, "annotation": tuplet_none, "midi": tuplet_none, "musicXML": tuplet_none, "pdf": tuplet_none}}) + tracks_full.update({b_: {"audio": b, "annotation": tuplet_none, "midi": tuplet_none, "musicXML": tuplet_none, "pdf": tuplet_none}}) + + if (track_num < LITE_TRACKS): + track_names_lite.extend([a_, b_]) + tracks_lite.update({a_: {"audio": a, "annotation": tuplet_none, "midi": tuplet_none, "musicXML": tuplet_none, "pdf": tuplet_none}}) + tracks_lite.update({b_: {"audio": b, "annotation": tuplet_none, "midi": tuplet_none, "musicXML": tuplet_none, "pdf": tuplet_none}}) + + # Iterate over participants + for sax_num in range(FULL_PARTICIPANTS): + (sax_path, a, b, c, d, e) = get_sax_files(sax_num, track_id, filosax_path) + + # Process sax files + track_name = multi_name + "_sax_" + str(sax_num+1) + track_dict = {"audio": a, "annotation": b, "midi": c, "musicXML": d, "pdf": e} + track_names_full.append(track_name) + track_names_full_sax.append(track_name) + tracks_full.update({track_name: track_dict}) + tracks_full_sax.update({track_name: track_dict}) + if (track_num < LITE_TRACKS) and (sax_num < LITE_PARTICIPANTS): + track_names_lite.append(track_name) + track_names_lite_sax.append(track_name) + tracks_lite.update({track_name: track_dict}) + tracks_lite_sax.update({track_name: track_dict}) + + # Make multitrack entries + multitracks_full[multi_name] = {"tracks": track_names_full, "annotations": backing_annot} + multitracks_full_sax[multi_name] = {"tracks": track_names_full_sax, "annotations": backing_annot} + + if (track_num < LITE_TRACKS): + multitracks_lite[multi_name] = {"tracks": track_names_lite, "annotations": backing_annot} + multitracks_lite_sax[multi_name] = {"tracks": track_names_lite_sax, "annotations": backing_annot} + + # Compile indexes x4 + full_index.update({"tracks": tracks_full, "multitracks": multitracks_full}) + full_sax_index.update({"tracks": tracks_full_sax, "multitracks": multitracks_full_sax}) + lite_index.update({"tracks": tracks_lite, "multitracks": multitracks_lite}) + lite_sax_index.update({"tracks": tracks_lite_sax, "multitracks": multitracks_lite_sax}) + + # Save as JSON + save_json("filosax_index_full", full_index, full_version) + save_json("filosax_index_full_sax", full_sax_index, full_version) + save_json("filosax_index_lite", lite_index, lite_version) + save_json("filosax_index_lite_sax", lite_sax_index, lite_version) + + print("") + print("Indexes created.") + +def main(args): + make_filosax_indexes(args.filosax_data_path, args.full_version, args.lite_version) + +if __name__ == "__main__": + PARSER = argparse.ArgumentParser(description="Make Filosax index files.") + PARSER.add_argument("filosax_data_path", type=str, help="Path to Filosax data folder.") + PARSER.add_argument("full_version", type=str, help="full index version") + PARSER.add_argument("lite_version", type=str, help="lite index version") + + main(PARSER.parse_args()) diff --git a/tests/datasets/test_filosax.py b/tests/datasets/test_filosax.py new file mode 100644 index 000000000..976ec5d20 --- /dev/null +++ b/tests/datasets/test_filosax.py @@ -0,0 +1,222 @@ +""" +Tests for Filosax_Lite +""" +import numpy as np +import pytest +import jams + +from mirdata import annotations +from mirdata.datasets import filosax +from tests.test_utils import run_track_tests, run_multitrack_tests + + +def test_track(): + default_trackid = "multitrack_02_sax_1" + data_home = "tests/resources/mir_datasets/filosax" + dataset = filosax.Dataset(data_home, version="test") + filosax_data = dataset.load_tracks() + default_track = filosax_data[default_trackid] + + expected_attributes = { + "track_id": "multitrack_02_sax_1", + "audio_path": "tests/resources/mir_datasets/filosax/Participant 1/02/Sax.wav", + "annotation_path": "tests/resources/mir_datasets/filosax/Participant 1/02/annotations.json", + "midi_path": "tests/resources/mir_datasets/filosax/Participant 1/02/Sax.mid", + "musicXML_path": "tests/resources/mir_datasets/filosax/Participant 1/02/Sax.musicxml", + "pdf_path": "tests/resources/mir_datasets/filosax/Participant 1/02/Sax.pdf", + } + + expected_property_types = { + "notes": list, + "audio": tuple, + } + assert default_track._track_paths == { + "audio": ["Participant 1/02/Sax.wav", "c62cd9d2ec8085461cb2ffc9deeda176"], + "annotation": [ + "Participant 1/02/annotations.json", + "8424df983f30e927c5a72b3d9bb94466", + ], + "midi": ["Participant 1/02/Sax.mid", "007beb3b84dfaafbc8767148bc00c0ff"], + "musicXML": [ + "Participant 1/02/Sax.musicxml", + "3846ef79efc36448ea0a8059c43935ac", + ], + "pdf": ["Participant 1/02/Sax.pdf", "69b20b5b95b8807137cc86e7c72cc861"], + } + + run_track_tests(default_track, expected_attributes, expected_property_types) + + audio, sr = default_track.audio + assert sr == 44100 + assert audio.shape == (44100 * 5,) + + +def test_multitrack(): + default_trackid = "multitrack_01" + data_home = "tests/resources/mir_datasets/filosax" + dataset = filosax.Dataset(data_home, version="test") + default_track = dataset.multitrack(default_trackid) + + run_multitrack_tests(default_track) + + +def test_to_jams(): + default_trackid = "multitrack_01" + data_home = "tests/resources/mir_datasets/filosax" + dataset = filosax.Dataset(data_home, version="test") + default_track = dataset.multitrack(default_trackid) + jam = default_track.to_jams() + + beats = jam.search(namespace="beat")[0]["data"] + chords = jam.search(namespace="chord")[0]["data"] + segments = jam.search(namespace="segment_open")[0]["data"] + + assert [beat.time for beat in beats] == [0.0, 1.0, 2.672448, 4.279448] + assert [beat.duration for beat in beats] == [ + 1.0, + 1.6724480000000002, + 1.6070000000000002, + 1.6764999999999999, + ] + assert [beat.value for beat in beats] == [1, 1, 1, 1] + + assert [chord.time for chord in chords] == [1.0, 2.672448, 4.279448] + assert [chord.duration for chord in chords] == [ + 1.6724480000000002, + 1.6070000000000002, + 1.6764999999999999, + ] + assert [chord.value for chord in chords] == ["C#:7(b9)", "C#:7(b9)", "C:7(b9)"] + + assert [segment.time for segment in segments] == [ + 1.0, + 14.046292, + 72.127318, + 137.51004, + ] + assert [segment.duration for segment in segments] == [ + 13.046292, + 58.081026, + 65.382722, + 188.931246, + ] + assert [segment.value for segment in segments] == [ + "improvised solo", + "head", + "written solo", + "improvised solo", + ] + + +def test_load_annotation(): + annotation_path = ( + "tests/resources/mir_datasets/filosax/Participant 1/01/annotations.json" + ) + annotation_data = filosax.load_annotation(annotation_path) + + # check types + assert type(annotation_data) == list + assert type(annotation_data[0]) is filosax.Note + + n = annotation_data[0] + + # check values + assert n.a_start_time == 1.078095238095238 + assert n.a_end_time == 1.1941950113378685 + assert n.a_duration == 0.11609977324263054 + assert n.midi_pitch == 57 + assert n.crochet_num == 24 + assert n.musician == "Musician_A" + assert n.bar_num == 2 + assert n.s_start_time == 1.0 + assert n.s_duration == 0.2090559999999999 + assert n.s_end_time == 1.209056 + assert n.s_rhythmic_duration == 12 + assert n.s_rhythmic_position == 0 + assert n.tempo == 143.502219500995 + assert n.bar_type == 2 + assert n.is_grace == 0 + assert n.chord_changes["0"] == "C#:7(b9)" + assert n.num_chord_changes == 1 + assert n.main_chord_num == 0 + assert n.scale_changes[0] == 8 + assert n.loudness_max_val == -31.652 + assert n.loudness_max_time == 0.083 + assert len(n.loudness_curve) == 117 + assert n.loudness_curve[0] == -53.117 + assert n.pitch_average_val == 57.06023931623931 + assert n.pitch_average_time == 0.087 + assert len(n.pitch_curve) == 117 + assert n.pitch_curve[0] == 57.222 + assert n.pitch_vib_freq == 0.0 + assert n.pitch_vib_ext == 0.0 + assert n.spec_cent == 246.21 + assert n.spec_flux == 0.783 + assert len(n.spec_cent_curve) == 121 + assert n.spec_cent_curve[0] == 261.21 + assert len(n.spec_flux_curve) == 121 + assert n.spec_flux_curve[0] == 1.358 + + +def test_metadata(): + default_multitrackid = "multitrack_01" + data_home = "tests/resources/mir_datasets/filosax" + dataset = filosax.Dataset(data_home, version="test") + filosax_data = dataset.load_multitracks() + default_multitrack = filosax_data[default_multitrackid] + + name = default_multitrack.name + duration = default_multitrack.duration + beats = default_multitrack.beats + chords = default_multitrack.chords + segments = default_multitrack.segments + bass_drums = default_multitrack.bass_drums + piano_drums = default_multitrack.piano_drums + + assert name == "All The Things You Are" + assert duration == 5.0 + + assert [beat.time for beat in beats] == [0.0, 1.0, 2.672448, 4.279448] + assert [beat.duration for beat in beats] == [ + 1.0, + 1.6724480000000002, + 1.6070000000000002, + 1.6764999999999999, + ] + assert [beat.value for beat in beats] == [1, 1, 1, 1] + + assert [chord.time for chord in chords] == [1.0, 2.672448, 4.279448] + assert [chord.duration for chord in chords] == [ + 1.6724480000000002, + 1.6070000000000002, + 1.6764999999999999, + ] + assert [chord.value for chord in chords] == ["C#:7(b9)", "C#:7(b9)", "C:7(b9)"] + + assert [segment.time for segment in segments] == [ + 1.0, + 14.046292, + 72.127318, + 137.51004, + ] + assert [segment.duration for segment in segments] == [ + 13.046292, + 58.081026, + 65.382722, + 188.931246, + ] + assert [segment.value for segment in segments] == [ + "improvised solo", + "head", + "written solo", + "improvised solo", + ] + + assert bass_drums.track_id == "multitrack_01_bass_drums" + assert piano_drums.track_id == "multitrack_01_piano_drums" + + annotation_data = bass_drums.notes + assert type(annotation_data) == list + assert type(annotation_data[0]) is filosax.Note + assert len(annotation_data) == 1 + assert annotation_data[0].a_start_time == 0.0 diff --git a/tests/resources/mir_datasets/filosax/Backing/01/Bass_Drums.wav b/tests/resources/mir_datasets/filosax/Backing/01/Bass_Drums.wav new file mode 100644 index 000000000..82d82db7d Binary files /dev/null and b/tests/resources/mir_datasets/filosax/Backing/01/Bass_Drums.wav differ diff --git a/tests/resources/mir_datasets/filosax/Backing/01/Piano_Drums.wav b/tests/resources/mir_datasets/filosax/Backing/01/Piano_Drums.wav new file mode 100644 index 000000000..fa04a8415 Binary files /dev/null and b/tests/resources/mir_datasets/filosax/Backing/01/Piano_Drums.wav differ diff --git a/tests/resources/mir_datasets/filosax/Backing/01/annotations.jams b/tests/resources/mir_datasets/filosax/Backing/01/annotations.jams new file mode 100644 index 000000000..e492f3c28 --- /dev/null +++ b/tests/resources/mir_datasets/filosax/Backing/01/annotations.jams @@ -0,0 +1,142 @@ +{ + "annotations": [ + { + "annotation_metadata": { + "curator": { + "name": "", + "email": "" + }, + "annotator": {}, + "version": "", + "corpus": "", + "annotation_tools": "", + "annotation_rules": "", + "validation": "", + "data_source": "" + }, + "namespace": "beat", + "data": [ + { + "time": 0.0, + "duration": 1.0, + "value": 1, + "confidence": null + }, + { + "time": 1.0, + "duration": 1.6724480000000002, + "value": 1, + "confidence": null + }, + { + "time": 2.672448, + "duration": 1.6070000000000002, + "value": 1, + "confidence": null + }, + { + "time": 4.279448, + "duration": 1.6764999999999999, + "value": 1, + "confidence": null + } + ], + "sandbox": {}, + "time": 0, + "duration": null + }, + { + "annotation_metadata": { + "curator": { + "name": "", + "email": "" + }, + "annotator": {}, + "version": "", + "corpus": "", + "annotation_tools": "", + "annotation_rules": "", + "validation": "", + "data_source": "" + }, + "namespace": "chord", + "data": [ + { + "time": 1.0, + "duration": 1.6724480000000002, + "value": "C#:7(b9)", + "confidence": null + }, + { + "time": 2.672448, + "duration": 1.6070000000000002, + "value": "C#:7(b9)", + "confidence": null + }, + { + "time": 4.279448, + "duration": 1.6764999999999999, + "value": "C:7(b9)", + "confidence": null + } + ], + "sandbox": {}, + "time": 0, + "duration": null + }, + { + "annotation_metadata": { + "curator": { + "name": "", + "email": "" + }, + "annotator": {}, + "version": "", + "corpus": "", + "annotation_tools": "", + "annotation_rules": "", + "validation": "", + "data_source": "" + }, + "namespace": "segment_open", + "data": [ + { + "time": 1.0, + "duration": 13.046292, + "value": "improvised solo", + "confidence": null + }, + { + "time": 14.046292, + "duration": 58.081026, + "value": "head", + "confidence": null + }, + { + "time": 72.127318, + "duration": 65.382722, + "value": "written solo", + "confidence": null + }, + { + "time": 137.51004, + "duration": 188.931246, + "value": "improvised solo", + "confidence": null + } + ], + "sandbox": {}, + "time": 0, + "duration": null + } + ], + "file_metadata": { + "title": "All The Things You Are", + "artist": "", + "release": "", + "duration": 5.0, + "identifiers": {}, + "jams_version": "0.3.4" + }, + "sandbox": {} +} \ No newline at end of file diff --git a/tests/resources/mir_datasets/filosax/Backing/02/Bass_Drums.wav b/tests/resources/mir_datasets/filosax/Backing/02/Bass_Drums.wav new file mode 100644 index 000000000..f68768c15 Binary files /dev/null and b/tests/resources/mir_datasets/filosax/Backing/02/Bass_Drums.wav differ diff --git a/tests/resources/mir_datasets/filosax/Backing/02/Piano_Drums.wav b/tests/resources/mir_datasets/filosax/Backing/02/Piano_Drums.wav new file mode 100644 index 000000000..ff2f56e42 Binary files /dev/null and b/tests/resources/mir_datasets/filosax/Backing/02/Piano_Drums.wav differ diff --git a/tests/resources/mir_datasets/filosax/Backing/02/annotations.jams b/tests/resources/mir_datasets/filosax/Backing/02/annotations.jams new file mode 100644 index 000000000..a95f726f6 --- /dev/null +++ b/tests/resources/mir_datasets/filosax/Backing/02/annotations.jams @@ -0,0 +1,136 @@ +{ + "annotations": [ + { + 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