diff --git a/AudioSet.py b/AudioSet.py deleted file mode 100644 index 28e65826a5b2553d59a92ce01dbbec2a19b03df6..0000000000000000000000000000000000000000 --- a/AudioSet.py +++ /dev/null @@ -1,183 +0,0 @@ -# Copyright (C) 2024 Aaron Keesing -# -# Permission is hereby granted, free of charge, to any person obtaining -# a copy of this software and associated documentation files (the -# “Software”), to deal in the Software without restriction, including -# without limitation the rights to use, copy, modify, merge, publish, -# distribute, sublicense, and/or sell copies of the Software, and to -# permit persons to whom the Software is furnished to do so, subject to -# the following conditions: -# -# The above copyright notice and this permission notice shall be -# included in all copies or substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, -# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. -# IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY -# CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, -# TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE -# SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. - -from itertools import chain -import json -import os -import tarfile - -import pandas as pd -import datasets - - -_CITATION = """\ -@inproceedings{45857, - title = {Audio Set: An ontology and human-labeled dataset for audio events}, - author = {Jort F. Gemmeke and Daniel P. W. Ellis and Dylan Freedman and Aren Jansen and Wade Lawrence and R. Channing Moore and Manoj Plakal and Marvin Ritter}, - year = {2017}, - booktitle = {Proc. IEEE ICASSP 2017}, - address = {New Orleans, LA} -} -""" - -_DESCRIPTION = """\ -This repository contains the balanced training set and evaluation set of the AudioSet -data, described here: https://research.google.com/audioset/dataset/index.html. The -YouTube videos were downloaded in March 2023, and so not all of the original audios are -available. -""" - -_HOMEPAGE = "https://research.google.com/audioset/dataset/index.html" - -_LICENSE = "cc-by-4.0" - -_URL_PREFIX = "https://huggingface.co/datasets/agkphysics/AudioSet/resolve/main" - -_N_BAL_TRAIN_TARS = 10 -_N_UNBAL_TRAIN_TARS = 870 -_N_EVAL_TARS = 9 - - -def _iter_tar(path): - """Iterate through the tar archive, but without skipping some files, which the HF - DL does. - """ - with open(path, "rb") as fid: - stream = tarfile.open(fileobj=fid, mode="r|*") - for tarinfo in stream: - file_obj = stream.extractfile(tarinfo) - yield tarinfo.name, file_obj - stream.members = [] - del stream - - -class AudioSetDataset(datasets.GeneratorBasedBuilder): - VERSION = datasets.Version("1.0.0") - - BUILDER_CONFIGS = [ - datasets.BuilderConfig( - name="balanced", - version=VERSION, - description="Balanced training and balanced evaluation set.", - ), - datasets.BuilderConfig( - name="unbalanced", - version=VERSION, - description="Full unbalanced training set and balanced evaluation set.", - ), - ] - DEFAULT_CONFIG_NAME = "balanced" - - def _info(self) -> datasets.DatasetInfo: - return datasets.DatasetInfo( - description=_DESCRIPTION, - citation=_CITATION, - homepage=_HOMEPAGE, - license=_LICENSE, - features=datasets.Features( - { - "video_id": datasets.Value("string"), - "audio": datasets.Audio(sampling_rate=None, mono=True, decode=True), - "labels": datasets.Sequence(datasets.Value("string")), - "human_labels": datasets.Sequence(datasets.Value("string")), - } - ), - ) - - def _split_generators(self, dl_manager: datasets.DownloadManager): - if self.config.data_dir: - prefix = self.config.data_dir - else: - prefix = _URL_PREFIX - prefix = prefix + "/data" - - _LABEL_URLS = { - "bal_train": ( - f"{prefix}/balanced_train_segments.csv" - if self.config.name == "balanced" - else f"{prefix}/unbalanced_train_segments.csv" - ), - "eval": f"{prefix}/eval_segments.csv", - "ontology": f"{prefix}/ontology.json", - } - _DATA_URLS = { - "bal_train": ( - [f"{prefix}/bal_train0{i}.tar" for i in range(_N_BAL_TRAIN_TARS)] - if self.config.name == "balanced" - else [ - f"{prefix}/unbal_train{i:03d}.tar" - for i in range(_N_UNBAL_TRAIN_TARS) - ] - ), - "eval": [f"{prefix}/eval0{i}.tar" for i in range(_N_EVAL_TARS)], - } - - tar_files = dl_manager.download(_DATA_URLS) - label_files = dl_manager.download(_LABEL_URLS) - - return [ - datasets.SplitGenerator( - name=datasets.Split.TRAIN, - gen_kwargs={ - "labels": label_files["bal_train"], - "ontology": label_files["ontology"], - "audio_files": chain.from_iterable( - _iter_tar(x) for x in tar_files["bal_train"] - ), - }, - ), - datasets.SplitGenerator( - name=datasets.Split.TEST, - gen_kwargs={ - "labels": label_files["eval"], - "ontology": label_files["ontology"], - "audio_files": chain.from_iterable( - _iter_tar(x) for x in tar_files["eval"] - ), - }, - ), - ] - - def _generate_examples(self, labels, ontology, audio_files): - with open(ontology) as fid: - ontology_data = json.load(fid) - id_to_name = {x["id"]: x["name"] for x in ontology_data} - - labels_df = pd.read_csv( - labels, - skiprows=3, - header=None, - skipinitialspace=True, - names=["vid_id", "start", "end", "labels"], - index_col="vid_id", - ) - - for path, fid in audio_files: - vid_id = os.path.splitext(os.path.basename(path))[0] - label_ids = labels_df.loc[vid_id, "labels"].split(",") - human_labels = [id_to_name[x] for x in label_ids] - example = { - "video_id": vid_id, - "labels": label_ids, - "human_labels": human_labels, - "audio": {"path": path, "bytes": fid.read()}, - } - yield vid_id, example diff --git a/README.md b/README.md index 09b7b309e7d9aaedb1078d08ca71326ddd09ad9c..4a607fd020b46e945c0597b237e92b89b0910f60 100644 --- a/README.md +++ b/README.md @@ -16,45 +16,14 @@ config_names: - unbalanced tags: - audio -dataset_info: +configs: - config_name: balanced - features: - - name: video_id - dtype: string - - name: audio - dtype: audio - - name: labels - sequence: string - - name: human_labels - sequence: string - splits: - - name: train - num_bytes: 26016210987 - num_examples: 18685 - - name: test - num_bytes: 23763682278 - num_examples: 17142 - download_size: 49805654900 - dataset_size: 49779893265 -- config_name: unbalanced - features: - - name: video_id - dtype: string - - name: audio - dtype: audio - - name: labels - sequence: string - - name: human_labels - sequence: string - splits: - - name: train - num_bytes: 2408656417541 - num_examples: 1738788 - - name: test - num_bytes: 23763682278 - num_examples: 17142 - download_size: 2433673104977 - dataset_size: 2432420099819 + default: true + data_files: + - split: train + path: data/bal_train/*.parquet + - split: test + path: data/eval/*.parquet --- # Dataset Card for AudioSet diff --git a/data/bal_train/00.parquet b/data/bal_train/00.parquet new file mode 100644 index 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