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  2. README.md +9 -0
  3. __init__.py +0 -0
  4. jv_id_asr_split.py +162 -0
  5. requirements.txt +1 -0
.gitattributes CHANGED
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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ckpt filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pb filter=lfs diff=lfs merge=lfs -text
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+ *.pickle filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ *.pcm filter=lfs diff=lfs merge=lfs -text
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+ *.sam filter=lfs diff=lfs merge=lfs -text
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+ *.raw filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - compressed
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+ *.aac filter=lfs diff=lfs merge=lfs -text
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+ *.flac filter=lfs diff=lfs merge=lfs -text
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+ *.mp3 filter=lfs diff=lfs merge=lfs -text
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+ *.ogg filter=lfs diff=lfs merge=lfs -text
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+ *.wav filter=lfs diff=lfs merge=lfs -text
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+ # Image files - uncompressed
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+ *.bmp filter=lfs diff=lfs merge=lfs -text
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+ *.gif filter=lfs diff=lfs merge=lfs -text
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+ *.png filter=lfs diff=lfs merge=lfs -text
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+ *.tiff filter=lfs diff=lfs merge=lfs -text
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+ # Image files - compressed
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+ *.jpg filter=lfs diff=lfs merge=lfs -text
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+ *.jpeg filter=lfs diff=lfs merge=lfs -text
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+ *.webp filter=lfs diff=lfs merge=lfs -text
 
 
 
README.md ADDED
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+ ---
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+ language:
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+ - jav
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+ pretty_name: Jv Id Asr
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+ task_categories:
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+ - speech-recognition
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+ tags:
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+ - speech-recognition
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+ ---
__init__.py ADDED
File without changes
jv_id_asr_split.py ADDED
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+ # coding=utf-8
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+ # Copyright 2022 The HuggingFace Datasets Authors and the current dataset script contributor.
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+ #
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+ # Licensed under the Apache License, Version 2.0 (the "License");
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+ # you may not use this file except in compliance with the License.
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+ # You may obtain a copy of the License at
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+ #
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+ # http://www.apache.org/licenses/LICENSE-2.0
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+ #
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+ # Unless required by applicable law or agreed to in writing, software
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+ # distributed under the License is distributed on an "AS IS" BASIS,
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+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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+ # See the License for the specific language governing permissions and
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+ # limitations under the License.
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+
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+ import csv
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+ import os
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+ from pathlib import Path
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+ from typing import List
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+
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+ import datasets
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+
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+ from seacrowd.utils import schemas
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+ from seacrowd.utils.configs import SEACrowdConfig
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+ from seacrowd.utils.constants import Tasks
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+
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+ _CITATION = """\
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+ @inproceedings{kjartansson-etal-sltu2018,
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+ title = {{Crowd-Sourced Speech Corpora for Javanese, Sundanese, Sinhala, Nepali, and Bangladeshi Bengali}},
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+ author = {Oddur Kjartansson and Supheakmungkol Sarin and Knot Pipatsrisawat and Martin Jansche and Linne Ha},
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+ booktitle = {Proc. The 6th Intl. Workshop on Spoken Language Technologies for Under-Resourced Languages (SLTU)},
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+ year = {2018},
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+ address = {Gurugram, India},
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+ month = aug,
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+ pages = {52--55},
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+ URL = {http://dx.doi.org/10.21437/SLTU.2018-11},
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+ }
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+ """
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+
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+ _DATASETNAME = "jv_id_asr"
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+
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+ _DESCRIPTION = """\
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+ This data set contains transcribed audio data for Javanese. The data set consists of wave files, and a TSV file.
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+ The file utt_spk_text.tsv contains a FileID, UserID and the transcription of audio in the file.
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+ The data set has been manually quality checked, but there might still be errors.
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+ This dataset was collected by Google in collaboration with Reykjavik University and Universitas Gadjah Mada in Indonesia.
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+ """
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+
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+ _HOMEPAGE = "http://openslr.org/35/"
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+ _LANGUAGES = ["jav"]
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+ _LOCAL = False
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+
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+ _LICENSE = "Attribution-ShareAlike 4.0 International"
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+
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+ _URLs = {
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+ "jv_id_asr_train": "https://univindonesia-my.sharepoint.com/:u:/g/personal/bimasena_putra_office_ui_ac_id/EV7Bg0Ik0t5OmlQhDSsiW84BXgTTJwEgqnuv1E-RAzcYfw?e=46bm2H&download=1",
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+ "jv_id_asr_dev": "https://univindonesia-my.sharepoint.com/:u:/g/personal/bimasena_putra_office_ui_ac_id/EfnpOTriq6VNiiPpYYoV5TEBIhHE77NNSo2jcM-dXvJyiQ?e=SFtYUY&download=1",
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+ "jv_id_asr_test": "https://univindonesia-my.sharepoint.com/:u:/g/personal/bimasena_putra_office_ui_ac_id/EQWc1L4e5RVJuwgg4BZssooBqn8cxAlbwsHdJG-_OUBpVQ?e=tcqwYc&download=1",
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+ }
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+
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+ _SUPPORTED_TASKS = [Tasks.SPEECH_RECOGNITION] # example: [Tasks.TRANSLATION, Tasks.NAMED_ENTITY_RECOGNITION, Tasks.RELATION_EXTRACTION]
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+
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+ _SOURCE_VERSION = "1.0.0"
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+
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+ _SEACROWD_VERSION = "2024.06.20"
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+
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+
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+ class JvIdASR(datasets.GeneratorBasedBuilder):
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+ """Javanese ASR training data set containing ~185K utterances."""
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+
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+ SOURCE_VERSION = datasets.Version(_SOURCE_VERSION)
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+ SEACROWD_VERSION = datasets.Version(_SEACROWD_VERSION)
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+
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+ BUILDER_CONFIGS = [
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+ SEACrowdConfig(
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+ name="jv_id_asr_source",
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+ version=SOURCE_VERSION,
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+ description="jv_id_asr source schema",
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+ schema="source",
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+ subset_id="jv_id_asr",
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+ ),
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+ SEACrowdConfig(
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+ name="jv_id_asr_seacrowd_sptext",
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+ version=SEACROWD_VERSION,
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+ description="jv_id_asr Nusantara schema",
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+ schema="seacrowd_sptext",
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+ subset_id="jv_id_asr",
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+ ),
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+ ]
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+
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+ DEFAULT_CONFIG_NAME = "jv_id_asr_source"
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+
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+ def _info(self) -> datasets.DatasetInfo:
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+ if self.config.schema == "source":
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+ features = datasets.Features(
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+ {
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+ "id": datasets.Value("string"),
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+ "speaker_id": datasets.Value("string"),
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+ "path": datasets.Value("string"),
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+ "audio": datasets.Audio(sampling_rate=16_000),
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+ "text": datasets.Value("string"),
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+ }
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+ )
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+ elif self.config.schema == "seacrowd_sptext":
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+ features = schemas.speech_text_features
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+
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+ return datasets.DatasetInfo(
108
+ description=_DESCRIPTION,
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+ features=features,
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+ homepage=_HOMEPAGE,
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+ license=_LICENSE,
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+ citation=_CITATION,
113
+ )
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+
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+ def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
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+ return [
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TRAIN,
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+ gen_kwargs={"filepath": dl_manager.download_and_extract(_URLs["jv_id_asr_train"])},
120
+ ),
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+ datasets.SplitGenerator(
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+ name=datasets.Split.VALIDATION,
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+ gen_kwargs={"filepath": dl_manager.download_and_extract(_URLs["jv_id_asr_dev"])},
124
+ ),
125
+ datasets.SplitGenerator(
126
+ name=datasets.Split.TEST,
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+ gen_kwargs={"filepath": dl_manager.download_and_extract(_URLs["jv_id_asr_test"])},
128
+ )
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+ ]
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+
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+ def _generate_examples(self, filepath: str):
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+ tsv_file = os.path.join(filepath, "asr_javanese", "utt_spk_text.tsv")
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+ with open(tsv_file, "r") as f:
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+ tsv_file = csv.reader(f, delimiter="\t")
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+ for line in tsv_file:
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+ audio_id, sp_id, text = line[0], line[1], line[2]
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+ wav_path = os.path.join(filepath, "asr_javanese", "data", "{}".format(audio_id[:2]), "{}.flac".format(audio_id))
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+
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+ if os.path.exists(wav_path):
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+ if self.config.schema == "source":
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+ ex = {
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+ "id": audio_id,
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+ "speaker_id": sp_id,
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+ "path": wav_path,
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+ "audio": wav_path,
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+ "text": text,
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+ }
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+ yield audio_id, ex
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+ elif self.config.schema == "seacrowd_sptext":
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+ ex = {
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+ "id": audio_id,
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+ "speaker_id": sp_id,
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+ "path": wav_path,
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+ "audio": wav_path,
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+ "text": text,
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+ "metadata": {
157
+ "speaker_age": None,
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+ "speaker_gender": None,
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+ },
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+ }
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+ yield audio_id, ex
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+ f.close()
requirements.txt ADDED
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+ seacrowd>=0.2.0