fix splt names
Browse files- aloresb.py +23 -127
aloresb.py
CHANGED
@@ -67,6 +67,29 @@ class Aloresb(datasets.GeneratorBasedBuilder):
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if os.path.exists(self.config.data_root_url + "/" + split + "/transcripts.txt"):
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_transcripts[split] = self.config.data_root_url + "/" + split + "/transcripts.txt"
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_audio_filenames[split] = self.config.data_root_url + "/" + split + "/audio_filenames.txt"
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transcripts = dl_manager.download(_transcripts)
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@@ -144,130 +167,3 @@ class Aloresb(datasets.GeneratorBasedBuilder):
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# class Aloresb(datasets.GeneratorBasedBuilder):
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# DEFAULT_WRITER_BATCH_SIZE = 1000
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# VERSION = datasets.Version("1.0.0")
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# BUILDER_CONFIGS = [_build_config(name) for name in _STATS.keys()]
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# def _info(self):
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# description = _DESCRIPTION
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# features = datasets.Features(
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# {
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# "id": datasets.Value("string"),
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# "audio_path": datasets.Value("string"),
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# "audio_id": datasets.Value("string"),
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# "audio": datasets.features.Audio(sampling_rate=44_100),
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# "transcript": datasets.Value("string"),
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# "language": datasets.Value("string"),
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# }
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# )
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# return datasets.DatasetInfo(
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# description=description,
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# features=features,
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# supervised_keys=None,
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# # homepage=_HOMEPAGE,
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# # license=_LICENSE,
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# citation=_CITATION,
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# version=self.VERSION,
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# )
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# def _split_generators(self, dl_manager):
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# """Returns SplitGenerators."""
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# # If several configurations are possible (listed in BUILDER_CONFIGS),
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# # the configuration selected by the user is in self.config.name
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# # dl_manager is a datasets.download.DownloadManager that can be used to download and extract URLs
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# # It can accept any type or nested list/dict and will give back the same structure
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# # with the url replaced with path to local files.
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# # By default the archives will be extracted and a path to a cached folder
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# # where they are extracted is returned instead of the archive
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# language = self.config.name
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# audio_urls = {}
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# splits = ("train", "dev", "test")
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# for split in splits:
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# if self.config.name == 'all':
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# audio_urls[split] = []
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# for language in _STATS:
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# if language == "all" or split not in _STATS[language]:
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# continue
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# for i in range(_STATS[language][split]['shards']):
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# audio_urls[split].append(_AUDIO_URL.format(language=language, split=split, shard_idx=i))
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# elif split in _STATS[self.config.name]:
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# language = self.config.name
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# audio_urls[split] = [
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# _AUDIO_URL.format(language=language, split=split,
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# shard_idx=i) for i in range(_STATS[language][split]['shards'])
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# ]
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# archive_paths = dl_manager.download(audio_urls)
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# local_extracted_archive_paths = dl_manager.extract(archive_paths) if not dl_manager.is_streaming else {}
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# language = self.config.name
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# if language == 'all':
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# meta_urls = {split: _TRANSCRIPT_URL_ALL.format(split=split) for split in splits}
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# else:
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# meta_urls = {split: _TRANSCRIPT_URL.format(language=language, split=split)
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# for split in splits if split in _STATS[language]}
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# meta_paths = dl_manager.download_and_extract(meta_urls)
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# split_generators = []
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# split_names = {
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# "train": datasets.Split.TRAIN,
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# "dev": datasets.Split.VALIDATION,
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# "test": datasets.Split.TEST,
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# }
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# for split in splits:
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# if split in _STATS[self.config.name]:
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# split_generators.append(
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# datasets.SplitGenerator(
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# name=split_names.get(split, split),
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# gen_kwargs={
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# "local_extracted_archive_paths": local_extracted_archive_paths.get(split),
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# "archives": [dl_manager.iter_archive(path) for path in archive_paths.get(split)],
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# "meta_path": meta_paths[split],
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# },
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# ),
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# )
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# return split_generators
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# def _generate_examples(self, local_extracted_archive_paths, archives, meta_path):
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# """Yields examples as (key, example) tuples."""
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# # This method handles input defined in _split_generators to yield (key, example) tuples
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# # from the dataset.
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# # The `key` is here for legacy reason (tfds) and is not important in itself.
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# data_fields = [key for key in self._info().features.keys() if key not in ["audio", "path"]]
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# metadata = {}
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# with open(meta_path, "r", encoding="utf-8") as f:
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# reader = csv.DictReader(f)
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# for row in tqdm(reader, desc="Reading metadata..."):
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# language = self.config.name
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# if (row['language'] == language) or (language == 'all'):
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# row["speaker_id"] = row["ID"]
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# audio_id = row["audio_id"]
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# # if data is incomplete, fill with empty values
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# metadata[audio_id] = {field: row.get(field, "") for field in data_fields}
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# for i, audio_archive in enumerate(archives):
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# #for filename, file in tqdm(audio_archive, desc=f"Searching and Extracting audios for config {self.config.name}..."):
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# for filename, file in audio_archive:
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# _, filename = os.path.split(filename)
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# audio_id = filename.replace(".wav", "")
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# if audio_id in metadata:
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# result = dict(metadata[audio_id])
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# # set the audio feature and the path to the extracted file
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# path = os.path.join(local_extracted_archive_paths[i], filename) if local_extracted_archive_paths else filename
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# result["audio"] = {"path": path, "bytes": file.read()}
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# result["audio_id"] = audio_id # add audio_id to the metadata
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# # set path to None if the audio file doesn't exist locally (i.e. in streaming mode)
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# result["audio_path"] = path if local_extracted_archive_paths else filename
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# yield path, result
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if os.path.exists(self.config.data_root_url + "/" + split + "/transcripts.txt"):
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_transcripts[split] = self.config.data_root_url + "/" + split + "/transcripts.txt"
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_audio_filenames[split] = self.config.data_root_url + "/" + split + "/audio_filenames.txt"
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if self.config.name in ["hausa", "wolof"]:
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transcripts = dl_manager.download({
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"train": self.config.data_root_url + "/train/transcripts.txt",
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"dev": self.config.data_root_url + "/dev/transcripts.txt",
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"test": self.config.data_root_url + "/test/transcripts.txt",
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})
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audio_filenames_paths = dl_manager.download({
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"train": self.config.data_root_url + "/train/audio_filenames.txt",
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"dev": self.config.data_root_url + "/dev/audio_filenames.txt",
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"test": self.config.data_root_url + "/test/audio_filenames.txt",
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})
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else:
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transcripts = dl_manager.download({
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"train": self.config.data_root_url + "/train/transcripts.txt",
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"test": self.config.data_root_url + "/test/transcripts.txt",
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})
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audio_filenames_paths = dl_manager.download({
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"train": self.config.data_root_url + "/train/audio_filenames.txt",
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"test": self.config.data_root_url + "/test/audio_filenames.txt",
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})
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transcripts = dl_manager.download(_transcripts)
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