Seosnaps
commited on
Commit
•
63f1b63
1
Parent(s):
aa4acb4
Update hausa_2_eng_2.py
Browse files- hausa_2_eng_2.py +10 -51
hausa_2_eng_2.py
CHANGED
@@ -13,59 +13,21 @@ from .languages import LANGUAGES
|
|
13 |
from .release_stats import STATS
|
14 |
|
15 |
|
16 |
-
_CITATION = """\
|
17 |
-
@inproceedings{commonvoice:2020,
|
18 |
-
author = {Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J. and Morais, R. and Saunders, L. and Tyers, F. M. and Weber, G.},
|
19 |
-
title = {Common Voice: A Massively-Multilingual Speech Corpus},
|
20 |
-
booktitle = {Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)},
|
21 |
-
pages = {4211--4215},
|
22 |
-
year = 2020
|
23 |
-
}
|
24 |
-
"""
|
25 |
|
26 |
|
27 |
|
28 |
|
29 |
-
_HOMEPAGE = "https://commonvoice.mozilla.org/en/datasets"
|
30 |
|
31 |
_BASE_URL = "https://huggingface.co/datasets/Seon25/hausa_2_eng_2/resolve/main"
|
32 |
|
33 |
-
_AUDIO_URL = _BASE_URL + "audio/
|
34 |
|
35 |
-
_TRANSCRIPT_URL = _BASE_URL + "transcript/
|
36 |
-
|
37 |
-
_N_SHARDS_URL = _BASE_URL + "n_shards.json"
|
38 |
-
|
39 |
-
|
40 |
-
class Hausa2EngConfig(datasets.BuilderConfig):
|
41 |
-
"""BuilderConfig for CommonVoice."""
|
42 |
-
|
43 |
-
def __init__(self, name, version, **kwargs):
|
44 |
-
self.language = kwargs.pop("language", None)
|
45 |
-
self.release_date = kwargs.pop("release_date", None)
|
46 |
-
self.num_clips = kwargs.pop("num_clips", None)
|
47 |
-
self.num_speakers = kwargs.pop("num_speakers", None)
|
48 |
-
self.validated_hr = kwargs.pop("validated_hr", None)
|
49 |
-
self.total_hr = kwargs.pop("total_hr", None)
|
50 |
-
self.size_bytes = kwargs.pop("size_bytes", None)
|
51 |
-
self.size_human = size_str(self.size_bytes)
|
52 |
-
description = (
|
53 |
-
f"Common Voice speech to text dataset in {self.language} released on {self.release_date}. "
|
54 |
-
f"The dataset comprises {self.validated_hr} hours of validated transcribed speech data "
|
55 |
-
f"out of {self.total_hr} hours in total from {self.num_speakers} speakers. "
|
56 |
-
f"The dataset contains {self.num_clips} audio clips and has a size of {self.size_human}."
|
57 |
-
)
|
58 |
-
super(Hausa2EngConfig, self).__init__(
|
59 |
-
name=name,
|
60 |
-
version=datasets.Version(version),
|
61 |
-
description=description,
|
62 |
-
**kwargs,
|
63 |
-
)
|
64 |
|
65 |
|
66 |
|
67 |
class Hausa2Eng(datasets.GeneratorBasedBuilder):
|
68 |
-
DEFAULT_WRITER_BATCH_SIZE = 1000
|
69 |
|
70 |
BUILDER_CONFIGS = [
|
71 |
Hausa2EngConfig(
|
@@ -83,12 +45,12 @@ class Hausa2Eng(datasets.GeneratorBasedBuilder):
|
|
83 |
]
|
84 |
|
85 |
def _info(self):
|
86 |
-
|
87 |
total_valid_hours = STATS["totalValidHrs"]
|
88 |
description = (
|
89 |
"Common Voice is Mozilla's initiative to help teach machines how real people speak. "
|
90 |
-
f"The dataset currently consists of
|
91 |
-
f" in
|
92 |
)
|
93 |
features = datasets.Features(
|
94 |
{
|
@@ -111,14 +73,11 @@ class Hausa2Eng(datasets.GeneratorBasedBuilder):
|
|
111 |
description=description,
|
112 |
features=features,
|
113 |
supervised_keys=None,
|
114 |
-
|
115 |
-
license=_LICENSE,
|
116 |
-
citation=_CITATION,
|
117 |
-
version=self.config.version,
|
118 |
)
|
119 |
|
120 |
def _split_generators(self, dl_manager):
|
121 |
-
lang =
|
122 |
n_shards_path = dl_manager.download_and_extract(_N_SHARDS_URL)
|
123 |
with open(n_shards_path, encoding="utf-8") as f:
|
124 |
n_shards = json.load(f)
|
@@ -127,12 +86,12 @@ class Hausa2Eng(datasets.GeneratorBasedBuilder):
|
|
127 |
splits = ("train", "dev", "test", "other", "invalidated")
|
128 |
for split in splits:
|
129 |
audio_urls[split] = [
|
130 |
-
_AUDIO_URL.format(lang=
|
131 |
]
|
132 |
archive_paths = dl_manager.download(audio_urls)
|
133 |
local_extracted_archive_paths = dl_manager.extract(archive_paths) if not dl_manager.is_streaming else {}
|
134 |
|
135 |
-
meta_urls = {split: _TRANSCRIPT_URL.format(lang=
|
136 |
meta_paths = dl_manager.download_and_extract(meta_urls)
|
137 |
|
138 |
split_generators = []
|
|
|
13 |
from .release_stats import STATS
|
14 |
|
15 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
16 |
|
17 |
|
18 |
|
19 |
|
|
|
20 |
|
21 |
_BASE_URL = "https://huggingface.co/datasets/Seon25/hausa_2_eng_2/resolve/main"
|
22 |
|
23 |
+
_AUDIO_URL = _BASE_URL + "audio/ha/{split}/ha_{split}_0.tar"
|
24 |
|
25 |
+
_TRANSCRIPT_URL = _BASE_URL + "transcript/ha/{split}.tsv"
|
26 |
+
_N_SHARDS_URL ="n_shards.json"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
27 |
|
28 |
|
29 |
|
30 |
class Hausa2Eng(datasets.GeneratorBasedBuilder):
|
|
|
31 |
|
32 |
BUILDER_CONFIGS = [
|
33 |
Hausa2EngConfig(
|
|
|
45 |
]
|
46 |
|
47 |
def _info(self):
|
48 |
+
|
49 |
total_valid_hours = STATS["totalValidHrs"]
|
50 |
description = (
|
51 |
"Common Voice is Mozilla's initiative to help teach machines how real people speak. "
|
52 |
+
f"The dataset currently consists of validated hours of speech "
|
53 |
+
f" in languages, but more voices and languages are always added."
|
54 |
)
|
55 |
features = datasets.Features(
|
56 |
{
|
|
|
73 |
description=description,
|
74 |
features=features,
|
75 |
supervised_keys=None,
|
76 |
+
|
|
|
|
|
|
|
77 |
)
|
78 |
|
79 |
def _split_generators(self, dl_manager):
|
80 |
+
lang = "ha"
|
81 |
n_shards_path = dl_manager.download_and_extract(_N_SHARDS_URL)
|
82 |
with open(n_shards_path, encoding="utf-8") as f:
|
83 |
n_shards = json.load(f)
|
|
|
86 |
splits = ("train", "dev", "test", "other", "invalidated")
|
87 |
for split in splits:
|
88 |
audio_urls[split] = [
|
89 |
+
_AUDIO_URL.format(lang="ha", split=split, 0)
|
90 |
]
|
91 |
archive_paths = dl_manager.download(audio_urls)
|
92 |
local_extracted_archive_paths = dl_manager.extract(archive_paths) if not dl_manager.is_streaming else {}
|
93 |
|
94 |
+
meta_urls = {split: _TRANSCRIPT_URL.format(lang="ha", split=split) for split in splits}
|
95 |
meta_paths = dl_manager.download_and_extract(meta_urls)
|
96 |
|
97 |
split_generators = []
|