Aniket-Tathe-08
commited on
Commit
•
15e3836
1
Parent(s):
193d455
Update common_voice_16_0.py
Browse files- common_voice_16_0.py +12 -16
common_voice_16_0.py
CHANGED
@@ -41,7 +41,8 @@ _HOMEPAGE = "https://commonvoice.mozilla.org/en/datasets"
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_LICENSE = "https://creativecommons.org/publicdomain/zero/1.0/"
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-
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_AUDIO_URL = _BASE_URL + "audio/{lang}/{split}/{lang}_{split}_{shard_idx}.tar"
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@@ -87,10 +88,8 @@ class CommonVoice(datasets.GeneratorBasedBuilder):
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release_date=STATS["date"],
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num_clips=lang_stats["clips"],
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num_speakers=lang_stats["users"],
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validated_hr=float(
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total_hr=float(lang_stats["totalHrs"]
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) if lang_stats["totalHrs"] else None,
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size_bytes=int(lang_stats["size"]) if lang_stats["size"] else None,
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)
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for lang, lang_stats in STATS["locales"].items()
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@@ -117,6 +116,7 @@ class CommonVoice(datasets.GeneratorBasedBuilder):
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"accent": datasets.Value("string"),
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"locale": datasets.Value("string"),
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"segment": datasets.Value("string"),
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}
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)
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@@ -137,18 +137,15 @@ class CommonVoice(datasets.GeneratorBasedBuilder):
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n_shards = json.load(f)
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audio_urls = {}
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splits = ("train", "dev", "test", "other")
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for split in splits:
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audio_urls[split] = [
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_AUDIO_URL.format(lang=lang, split=split, shard_idx=i) for i in range(n_shards[lang][split])
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]
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print(audio_urls)
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archive_paths = dl_manager.download(audio_urls)
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local_extracted_archive_paths = dl_manager.extract(
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archive_paths) if not dl_manager.is_streaming else {}
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meta_urls = {split: _TRANSCRIPT_URL.format(
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lang=lang, split=split) for split in splits}
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meta_paths = dl_manager.download_and_extract(meta_urls)
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split_generators = []
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@@ -177,8 +174,8 @@ class CommonVoice(datasets.GeneratorBasedBuilder):
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with open(meta_path, encoding="utf-8") as f:
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reader = csv.DictReader(f, delimiter="\t", quoting=csv.QUOTE_NONE)
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for row in tqdm(reader, desc="Reading metadata..."):
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if not row["path"].endswith(".
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row["path"] += ".
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# accent -> accents in CV 8.0
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if "accents" in row:
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row["accent"] = row["accents"]
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@@ -195,8 +192,7 @@ class CommonVoice(datasets.GeneratorBasedBuilder):
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if filename in metadata:
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result = dict(metadata[filename])
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# set the audio feature and the path to the extracted file
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path = os.path.join(
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local_extracted_archive_paths[i], path) if local_extracted_archive_paths else path
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result["audio"] = {"path": path, "bytes": file.read()}
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result["path"] = path
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yield path, result
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_LICENSE = "https://creativecommons.org/publicdomain/zero/1.0/"
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+
# TODO: change "streaming" to "main" after merge!
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_BASE_URL = "https://huggingface.co/datasets/reach-vb/common_voice_16_0/resolve/main/"
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_AUDIO_URL = _BASE_URL + "audio/{lang}/{split}/{lang}_{split}_{shard_idx}.tar"
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release_date=STATS["date"],
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num_clips=lang_stats["clips"],
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num_speakers=lang_stats["users"],
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validated_hr=float(lang_stats["validHrs"]) if lang_stats["validHrs"] else None,
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total_hr=float(lang_stats["totalHrs"]) if lang_stats["totalHrs"] else None,
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size_bytes=int(lang_stats["size"]) if lang_stats["size"] else None,
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)
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for lang, lang_stats in STATS["locales"].items()
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"accent": datasets.Value("string"),
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"locale": datasets.Value("string"),
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"segment": datasets.Value("string"),
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"variant": datasets.Value("string"),
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}
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)
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n_shards = json.load(f)
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audio_urls = {}
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splits = ("train", "dev", "test", "other", "invalidated")
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for split in splits:
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audio_urls[split] = [
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_AUDIO_URL.format(lang=lang, split=split, shard_idx=i) for i in range(n_shards[lang][split])
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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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meta_urls = {split: _TRANSCRIPT_URL.format(lang=lang, split=split) for split in splits}
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meta_paths = dl_manager.download_and_extract(meta_urls)
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split_generators = []
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with open(meta_path, encoding="utf-8") as f:
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reader = csv.DictReader(f, delimiter="\t", quoting=csv.QUOTE_NONE)
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for row in tqdm(reader, desc="Reading metadata..."):
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if not row["path"].endswith(".mp3"):
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row["path"] += ".mp3"
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# accent -> accents in CV 8.0
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if "accents" in row:
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row["accent"] = row["accents"]
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if filename in metadata:
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result = dict(metadata[filename])
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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], path) if local_extracted_archive_paths else path
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result["audio"] = {"path": path, "bytes": file.read()}
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result["path"] = path
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yield path, result
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