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Browse files- .hfignore +10 -0
- README.md +339 -1
- data/distortion-00003-of-00057.parquet +3 -0
- data/distortion-00008-of-00057.parquet +3 -0
- data/distortion-00020-of-00057.parquet +3 -0
- data/distortion-00028-of-00057.parquet +3 -0
- data/distortion-00030-of-00057.parquet +3 -0
- data/distortion-00035-of-00057.parquet +3 -0
- data/dropout-00030-of-00057.parquet +3 -0
- data/echo-00012-of-00057.parquet +3 -0
- data/echo-00040-of-00057.parquet +3 -0
- data/echo-00049-of-00057.parquet +3 -0
- data/echo_noise-00002-of-00003.parquet +3 -0
- data/echo_recording_distortion-00002-of-00003.parquet +3 -0
- data/far_field-00035-of-00057.parquet +3 -0
- data/far_field_dropout-00027-of-00041.parquet +3 -0
- data/far_field_dropout-00037-of-00041.parquet +3 -0
- data/far_field_dropout-00038-of-00041.parquet +3 -0
- data/far_field_noise-00011-of-00131.parquet +3 -0
- data/far_field_noise-00058-of-00131.parquet +3 -0
- data/far_field_noise-00079-of-00131.parquet +3 -0
- data/far_field_noise-00104-of-00131.parquet +3 -0
- data/far_field_recording-00010-of-00040.parquet +3 -0
- data/far_field_recording-00031-of-00040.parquet +3 -0
- data/far_field_recording_distortion_dropout-00002-of-00003.parquet +3 -0
- data/far_field_recording_dropout_noise-00001-of-00003.parquet +3 -0
- data/noise-00003-of-00131.parquet +3 -0
- data/noise-00007-of-00131.parquet +3 -0
- data/noise-00020-of-00131.parquet +3 -0
- data/noise-00021-of-00131.parquet +3 -0
- data/noise-00026-of-00131.parquet +3 -0
- data/noise-00034-of-00131.parquet +3 -0
- data/noise-00040-of-00131.parquet +3 -0
- data/noise-00043-of-00131.parquet +3 -0
- data/noise-00048-of-00131.parquet +3 -0
- data/noise-00049-of-00131.parquet +3 -0
- data/noise_dropout-00003-of-00040.parquet +3 -0
- data/obstructed-00014-of-00057.parquet +3 -0
- data/obstructed-00017-of-00057.parquet +3 -0
- data/obstructed-00039-of-00057.parquet +3 -0
- data/obstructed-00042-of-00057.parquet +3 -0
- data/obstructed-00053-of-00057.parquet +3 -0
- data/obstructed_recording_dropout-00002-of-00003.parquet +3 -0
- data/recording-00003-of-00057.parquet +3 -0
- data/recording-00006-of-00057.parquet +3 -0
- data/recording-00021-of-00057.parquet +3 -0
- data/recording-00048-of-00057.parquet +3 -0
- data/recording-00050-of-00057.parquet +3 -0
- data/recording_dropout-00002-of-00003.parquet +3 -0
- data/recording_dropout_noise-00000-of-00003.parquet +3 -0
.hfignore
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cache/
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*.tmp
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*.log
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log
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manifest.json
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meta.jsonl
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metadata.jsonl
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scripts/
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README.md
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---
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-
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| 3 |
---
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| 1 |
---
|
| 2 |
+
language:
|
| 3 |
+
- en
|
| 4 |
+
- zh
|
| 5 |
+
task_categories:
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| 6 |
+
- automatic-speech-recognition
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| 7 |
+
tags:
|
| 8 |
+
- audio
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| 9 |
+
- speech
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| 10 |
+
- asr
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| 11 |
+
- robustness
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| 12 |
+
- noisy-speech
|
| 13 |
+
pretty_name: Voices in the Wild
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| 14 |
+
configs:
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| 15 |
+
- config_name: default
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| 16 |
+
data_files:
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| 17 |
+
- split: distortion
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| 18 |
+
path: data/distortion-*.parquet
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| 19 |
+
- split: distortion_dropout
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| 20 |
+
path: data/distortion_dropout-*.parquet
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| 21 |
+
- split: distortion_dropout_noise
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| 22 |
+
path: data/distortion_dropout_noise-*.parquet
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| 23 |
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- split: distortion_noise
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| 24 |
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path: data/distortion_noise-*.parquet
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| 25 |
+
- split: dropout
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| 26 |
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path: data/dropout-*.parquet
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| 27 |
+
- split: echo
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| 28 |
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path: data/echo-*.parquet
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| 29 |
+
- split: echo_distortion
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| 30 |
+
path: data/echo_distortion-*.parquet
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| 31 |
+
- split: echo_distortion_dropout
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| 32 |
+
path: data/echo_distortion_dropout-*.parquet
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| 33 |
+
- split: echo_distortion_dropout_noise
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| 34 |
+
path: data/echo_distortion_dropout_noise-*.parquet
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| 35 |
+
- split: echo_dropout
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| 36 |
+
path: data/echo_dropout-*.parquet
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| 37 |
+
- split: echo_noise
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| 38 |
+
path: data/echo_noise-*.parquet
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| 39 |
+
- split: echo_recording
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| 40 |
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path: data/echo_recording-*.parquet
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| 41 |
+
- split: echo_recording_distortion
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| 42 |
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path: data/echo_recording_distortion-*.parquet
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| 43 |
+
- split: echo_recording_distortion_dropout
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| 44 |
+
path: data/echo_recording_distortion_dropout-*.parquet
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| 45 |
+
- split: echo_recording_distortion_dropout_noise
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| 46 |
+
path: data/echo_recording_distortion_dropout_noise-*.parquet
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| 47 |
+
- split: echo_recording_distortion_noise
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| 48 |
+
path: data/echo_recording_distortion_noise-*.parquet
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| 49 |
+
- split: echo_recording_dropout
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| 50 |
+
path: data/echo_recording_dropout-*.parquet
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| 51 |
+
- split: echo_recording_dropout_noise
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| 52 |
+
path: data/echo_recording_dropout_noise-*.parquet
|
| 53 |
+
- split: far_field
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| 54 |
+
path: data/far_field-*.parquet
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| 55 |
+
- split: far_field_distortion
|
| 56 |
+
path: data/far_field_distortion-*.parquet
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| 57 |
+
- split: far_field_distortion_dropout
|
| 58 |
+
path: data/far_field_distortion_dropout-*.parquet
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| 59 |
+
- split: far_field_distortion_dropout_noise
|
| 60 |
+
path: data/far_field_distortion_dropout_noise-*.parquet
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| 61 |
+
- split: far_field_dropout
|
| 62 |
+
path: data/far_field_dropout-*.parquet
|
| 63 |
+
- split: far_field_noise
|
| 64 |
+
path: data/far_field_noise-*.parquet
|
| 65 |
+
- split: far_field_recording
|
| 66 |
+
path: data/far_field_recording-*.parquet
|
| 67 |
+
- split: far_field_recording_distortion
|
| 68 |
+
path: data/far_field_recording_distortion-*.parquet
|
| 69 |
+
- split: far_field_recording_distortion_dropout
|
| 70 |
+
path: data/far_field_recording_distortion_dropout-*.parquet
|
| 71 |
+
- split: far_field_recording_distortion_dropout_noise
|
| 72 |
+
path: data/far_field_recording_distortion_dropout_noise-*.parquet
|
| 73 |
+
- split: far_field_recording_distortion_noise
|
| 74 |
+
path: data/far_field_recording_distortion_noise-*.parquet
|
| 75 |
+
- split: far_field_recording_dropout
|
| 76 |
+
path: data/far_field_recording_dropout-*.parquet
|
| 77 |
+
- split: far_field_recording_dropout_noise
|
| 78 |
+
path: data/far_field_recording_dropout_noise-*.parquet
|
| 79 |
+
- split: noise
|
| 80 |
+
path: data/noise-*.parquet
|
| 81 |
+
- split: noise_dropout
|
| 82 |
+
path: data/noise_dropout-*.parquet
|
| 83 |
+
- split: obstructed
|
| 84 |
+
path: data/obstructed-*.parquet
|
| 85 |
+
- split: obstructed_distortion
|
| 86 |
+
path: data/obstructed_distortion-*.parquet
|
| 87 |
+
- split: obstructed_distortion_dropout
|
| 88 |
+
path: data/obstructed_distortion_dropout-*.parquet
|
| 89 |
+
- split: obstructed_distortion_dropout_noise
|
| 90 |
+
path: data/obstructed_distortion_dropout_noise-*.parquet
|
| 91 |
+
- split: obstructed_dropout
|
| 92 |
+
path: data/obstructed_dropout-*.parquet
|
| 93 |
+
- split: obstructed_noise
|
| 94 |
+
path: data/obstructed_noise-*.parquet
|
| 95 |
+
- split: obstructed_recording
|
| 96 |
+
path: data/obstructed_recording-*.parquet
|
| 97 |
+
- split: obstructed_recording_distortion
|
| 98 |
+
path: data/obstructed_recording_distortion-*.parquet
|
| 99 |
+
- split: obstructed_recording_distortion_dropout
|
| 100 |
+
path: data/obstructed_recording_distortion_dropout-*.parquet
|
| 101 |
+
- split: obstructed_recording_distortion_dropout_noise
|
| 102 |
+
path: data/obstructed_recording_distortion_dropout_noise-*.parquet
|
| 103 |
+
- split: obstructed_recording_distortion_noise
|
| 104 |
+
path: data/obstructed_recording_distortion_noise-*.parquet
|
| 105 |
+
- split: obstructed_recording_dropout
|
| 106 |
+
path: data/obstructed_recording_dropout-*.parquet
|
| 107 |
+
- split: obstructed_recording_dropout_noise
|
| 108 |
+
path: data/obstructed_recording_dropout_noise-*.parquet
|
| 109 |
+
- split: recording
|
| 110 |
+
path: data/recording-*.parquet
|
| 111 |
+
- split: recording_distortion
|
| 112 |
+
path: data/recording_distortion-*.parquet
|
| 113 |
+
- split: recording_distortion_dropout
|
| 114 |
+
path: data/recording_distortion_dropout-*.parquet
|
| 115 |
+
- split: recording_distortion_dropout_noise
|
| 116 |
+
path: data/recording_distortion_dropout_noise-*.parquet
|
| 117 |
+
- split: recording_distortion_noise
|
| 118 |
+
path: data/recording_distortion_noise-*.parquet
|
| 119 |
+
- split: recording_dropout
|
| 120 |
+
path: data/recording_dropout-*.parquet
|
| 121 |
+
- split: recording_dropout_noise
|
| 122 |
+
path: data/recording_dropout_noise-*.parquet
|
| 123 |
+
- split: recording_noise
|
| 124 |
+
path: data/recording_noise-*.parquet
|
| 125 |
+
dataset_info:
|
| 126 |
+
features:
|
| 127 |
+
- name: audio
|
| 128 |
+
dtype: audio
|
| 129 |
+
- name: file_name
|
| 130 |
+
dtype: string
|
| 131 |
+
- name: audio_path
|
| 132 |
+
dtype: string
|
| 133 |
+
- name: question
|
| 134 |
+
dtype: string
|
| 135 |
+
- name: answer
|
| 136 |
+
dtype: string
|
| 137 |
+
- name: text
|
| 138 |
+
dtype: string
|
| 139 |
+
- name: subset
|
| 140 |
+
dtype: string
|
| 141 |
+
- name: prediction
|
| 142 |
+
dtype: string
|
| 143 |
+
- name: name
|
| 144 |
+
dtype: string
|
| 145 |
+
- name: index
|
| 146 |
+
dtype: int64
|
| 147 |
+
splits:
|
| 148 |
+
- name: distortion
|
| 149 |
+
num_bytes: 14458396013
|
| 150 |
+
num_examples: 47333
|
| 151 |
+
- name: distortion_dropout
|
| 152 |
+
num_bytes: 620182531
|
| 153 |
+
num_examples: 2025
|
| 154 |
+
- name: distortion_dropout_noise
|
| 155 |
+
num_bytes: 628069045
|
| 156 |
+
num_examples: 2017
|
| 157 |
+
- name: distortion_noise
|
| 158 |
+
num_bytes: 599319574
|
| 159 |
+
num_examples: 1998
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num_examples: 1985
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|
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num_examples: 1961
|
| 310 |
---
|
| 311 |
+
|
| 312 |
+
# Voices in the Wild
|
| 313 |
+
|
| 314 |
+
Voices in the Wild is an automatic speech recognition dataset for robustness training and evaluation under diverse acoustic conditions. Audio files use public sequential names and are grouped only by normalized acoustic subset.
|
| 315 |
+
|
| 316 |
+
## Data Fields
|
| 317 |
+
|
| 318 |
+
- `file_name`: relative path to the audio file.
|
| 319 |
+
- `audio_path`: audio path retained for local tooling.
|
| 320 |
+
- `text`: transcription alias copied from `answer`.
|
| 321 |
+
- `answer`: reference transcription.
|
| 322 |
+
- `question`: transcription instruction.
|
| 323 |
+
- `subset`: normalized acoustic condition category.
|
| 324 |
+
- `prediction`: empty placeholder for model output.
|
| 325 |
+
- `name`: public sample identifier.
|
| 326 |
+
- `index`: integer sample index.
|
| 327 |
+
|
| 328 |
+
## Dataset Size
|
| 329 |
+
|
| 330 |
+
- Total examples: 645925
|
| 331 |
+
- Subset categories: 54
|
| 332 |
+
|
| 333 |
+
## Loading
|
| 334 |
+
|
| 335 |
+
```python
|
| 336 |
+
from datasets import load_dataset, Audio
|
| 337 |
+
|
| 338 |
+
ds = load_dataset("audiofolder", data_dir="/path/to/Voices-in-the-Wild")
|
| 339 |
+
ds = ds.cast_column("audio", Audio())
|
| 340 |
+
print(ds["train"][0])
|
| 341 |
+
```
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