flexthink
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- .gitattributes +0 -0
- README.md +166 -0
- ljspeech.py +114 -0
- ljspeech_test.json +3 -0
- ljspeech_train.json +3 -0
- ljspeech_valid.json +3 -0
- metadata.csv +3 -0
- test.txt +500 -0
- train.txt +0 -0
- valid.txt +100 -0
- wavs/LJ001-0001.wav +3 -0
- wavs/LJ001-0002.wav +3 -0
- wavs/LJ001-0003.wav +3 -0
- wavs/LJ001-0004.wav +3 -0
- wavs/LJ001-0005.wav +3 -0
- wavs/LJ001-0006.wav +3 -0
- wavs/LJ001-0007.wav +3 -0
- wavs/LJ001-0008.wav +3 -0
- wavs/LJ001-0009.wav +3 -0
- wavs/LJ001-0010.wav +3 -0
- wavs/LJ001-0011.wav +3 -0
- wavs/LJ001-0012.wav +3 -0
- wavs/LJ001-0013.wav +3 -0
- wavs/LJ001-0014.wav +3 -0
- wavs/LJ001-0015.wav +3 -0
- wavs/LJ001-0016.wav +3 -0
- wavs/LJ001-0017.wav +3 -0
- wavs/LJ001-0018.wav +3 -0
- wavs/LJ001-0019.wav +3 -0
- wavs/LJ001-0020.wav +3 -0
- wavs/LJ001-0021.wav +3 -0
- wavs/LJ001-0022.wav +3 -0
- wavs/LJ001-0023.wav +3 -0
- wavs/LJ001-0024.wav +3 -0
- wavs/LJ001-0025.wav +3 -0
- wavs/LJ001-0026.wav +3 -0
- wavs/LJ001-0027.wav +3 -0
- wavs/LJ001-0028.wav +3 -0
- wavs/LJ001-0029.wav +3 -0
- wavs/LJ001-0030.wav +3 -0
- wavs/LJ001-0031.wav +3 -0
- wavs/LJ001-0032.wav +3 -0
- wavs/LJ001-0033.wav +3 -0
- wavs/LJ001-0034.wav +3 -0
- wavs/LJ001-0035.wav +3 -0
- wavs/LJ001-0036.wav +3 -0
- wavs/LJ001-0037.wav +3 -0
- wavs/LJ001-0038.wav +3 -0
- wavs/LJ001-0039.wav +3 -0
- wavs/LJ001-0040.wav +3 -0
.gitattributes
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README.md
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1 |
+
# The LJ Speech Dataset
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+
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+
Version 1.0
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+
July 5, 2017
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+
https://keithito.com/LJ-Speech-Dataset
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+
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+
# Overview
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+
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+
This is a public domain speech dataset consisting of 13,100 short audio clips
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+
of a single speaker reading passages from 7 non-fiction books. A transcription
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12 |
+
is provided for each clip. Clips vary in length from 1 to 10 seconds and have
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a total length of approximately 24 hours.
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+
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+
The texts were published between 1884 and 1964, and are in the public domain.
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+
The audio was recorded in 2016-17 by the LibriVox project and is also in the
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public domain.
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The following files provide raw lavels for the train/validation/test split
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* train.txt
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* valid.txt
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* test.txt
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Friendly metadata with the split is provided in the following files:
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* ljspeech_train.json
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* ljspeech_test.json
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* ljspeech_valid.json
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+
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The JSON files are formatted as follows:
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+
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```json
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{
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"<sample-id>": {
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"char_raw": "<label text (raw)>",
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"char": "<label text (preprocessed)",
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"phn": "<experimental phoneme annotation obtained using a G2P model",
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"wav": "<relative path to the file"
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}
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}
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```
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The dataset is also usable as a HuggingFace Arrow dataset:
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https://huggingface.co/docs/datasets/
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# FILE FORMAT
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Original metadata is provided in metadata.csv. This file consists of one record per line, delimited by the pipe character (0x7c). The fields are:
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+
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1. ID: this is the name of the corresponding .wav file
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2. Transcription: words spoken by the reader (UTF-8)
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3. Normalized Transcription: transcription with numbers, ordinals, and
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monetary units expanded into full words (UTF-8).
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Each audio file is a single-channel 16-bit PCM WAV with a sample rate of
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22050 Hz.
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## Statistics
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Total Clips 13,100
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Total Words 225,715
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Total Characters 1,308,674
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Total Duration 23:55:17
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Mean Clip Duration 6.57 sec
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+
Min Clip Duration 1.11 sec
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Max Clip Duration 10.10 sec
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+
Mean Words per Clip 17.23
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Distinct Words 13,821
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## Miscellaneous
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The audio clips range in length from approximately 1 second to 10 seconds.
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They were segmented automatically based on silences in the recording. Clip
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+
boundaries generally align with sentence or clause boundaries, but not always.
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+
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The text was matched to the audio manually, and a QA pass was done to ensure
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+
that the text accurately matched the words spoken in the audio.
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+
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+
The original LibriVox recordings were distributed as 128 kbps MP3 files. As a
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+
result, they may contain artifacts introduced by the MP3 encoding.
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+
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+
The following abbreviations appear in the text. They may be expanded as
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+
follows:
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+
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Abbreviation Expansion
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+
--------------------------
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+
Mr. Mister
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+
Mrs. Misess (*)
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+
Dr. Doctor
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No. Number
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+
St. Saint
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95 |
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Co. Company
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Jr. Junior
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Maj. Major
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+
Gen. General
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+
Drs. Doctors
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Rev. Reverend
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Lt. Lieutenant
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Hon. Honorable
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103 |
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Sgt. Sergeant
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+
Capt. Captain
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Esq. Esquire
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Ltd. Limited
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107 |
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Col. Colonel
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Ft. Fort
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+
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+
* there's no standard expansion of "Mrs."
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+
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+
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+
19 of the transcriptions contain non-ASCII characters (for example, LJ016-0257
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114 |
+
contains "raison d'être").
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+
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+
For more information or to report errors, please email kito@kito.us.
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+
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+
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+
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+
LICENSE
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+
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+
This dataset is in the public domain in the USA (and likely other countries as
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+
well). There are no restrictions on its use. For more information, please see:
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+
https://librivox.org/pages/public-domain.
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+
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+
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CHANGELOG
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+
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* 1.0 (July 8, 2017):
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+
Initial release
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+
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+
* 1.1 (Feb 19, 2018):
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+
Version 1.0 included 30 .wav files with no corresponding annotations in
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+
metadata.csv. These have been removed in version 1.1. Thanks to Rafael Valle
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+
for spotting this.
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+
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+
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+
CREDITS
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+
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+
This dataset consists of excerpts from the following works:
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+
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142 |
+
* Morris, William, et al. Arts and Crafts Essays. 1893.
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143 |
+
* Griffiths, Arthur. The Chronicles of Newgate, Vol. 2. 1884.
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144 |
+
* Roosevelt, Franklin D. The Fireside Chats of Franklin Delano Roosevelt.
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+
1933-42.
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146 |
+
* Harland, Marion. Marion Harland's Cookery for Beginners. 1893.
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147 |
+
* Rolt-Wheeler, Francis. The Science - History of the Universe, Vol. 5:
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148 |
+
Biology. 1910.
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149 |
+
* Banks, Edgar J. The Seven Wonders of the Ancient World. 1916.
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150 |
+
* President's Commission on the Assassination of President Kennedy. Report
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151 |
+
of the President's Commission on the Assassination of President Kennedy.
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+
1964.
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153 |
+
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154 |
+
Recordings by Linda Johnson. Alignment and annotation by Keith Ito. All text,
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155 |
+
audio, and annotations are in the public domain.
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156 |
+
|
157 |
+
There's no requirement to cite this work, but if you'd like to do so, you can
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158 |
+
link to: https://keithito.com/LJ-Speech-Dataset
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+
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160 |
+
or use the following:
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161 |
+
@misc{ljspeech17,
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162 |
+
author = {Keith Ito},
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+
title = {The LJ Speech Dataset},
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164 |
+
howpublished = {\url{https://keithito.com/LJ-Speech-Dataset/}},
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+
year = 2017
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+
}
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ljspeech.py
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# coding=utf-8
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# Copyright 2021 Artem Ploujnikov
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+
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+
|
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+
# Lint as: python3
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+
import json
|
7 |
+
|
8 |
+
import datasets
|
9 |
+
|
10 |
+
_DESCRIPTION = """\
|
11 |
+
This is a public domain speech dataset consisting of 13,100 short audio
|
12 |
+
clips of a single speaker reading passages from 7 non-fiction books. A
|
13 |
+
transcription is provided for each clip. Clips vary in length from 1 to 10
|
14 |
+
seconds and have a total length of approximately 24 hours.
|
15 |
+
"""
|
16 |
+
|
17 |
+
_BASE_URL = "https://huggingface.co/datasets/flexthink/librig2p-nostress-space/resolve/main"
|
18 |
+
|
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+
_HOMEPAGE_URL = "https://huggingface.co/datasets/flexthink/ljspeech"
|
20 |
+
|
21 |
+
_PHONEMES = [
|
22 |
+
"AA",
|
23 |
+
"AE",
|
24 |
+
"AH",
|
25 |
+
"AO",
|
26 |
+
"AW",
|
27 |
+
"AY",
|
28 |
+
"B",
|
29 |
+
"CH",
|
30 |
+
"D",
|
31 |
+
"DH",
|
32 |
+
"EH",
|
33 |
+
"ER",
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34 |
+
"EY",
|
35 |
+
"F",
|
36 |
+
"G",
|
37 |
+
"HH",
|
38 |
+
"IH",
|
39 |
+
"IY",
|
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+
"JH",
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41 |
+
"K",
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42 |
+
"L",
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43 |
+
"M",
|
44 |
+
"N",
|
45 |
+
"NG",
|
46 |
+
"OW",
|
47 |
+
"OY",
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+
"P",
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49 |
+
"R",
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+
"S",
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51 |
+
"SH",
|
52 |
+
"T",
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53 |
+
"TH",
|
54 |
+
"UH",
|
55 |
+
"UW",
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56 |
+
"V",
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57 |
+
"W",
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58 |
+
"Y",
|
59 |
+
"Z",
|
60 |
+
"ZH",
|
61 |
+
" "
|
62 |
+
]
|
63 |
+
_SPLITS = ["train", "valid", "test"]
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64 |
+
|
65 |
+
class LJSpeech(datasets.GeneratorBasedBuilder):
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66 |
+
def __init__(self, base_url=None, splits=None, *args, **kwargs):
|
67 |
+
super().__init__(*args, **kwargs)
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68 |
+
self.base_url = base_url or _BASE_URL
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69 |
+
self.splits = splits or _SPLITS
|
70 |
+
|
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+
def _info(self):
|
72 |
+
return datasets.DatasetInfo(
|
73 |
+
description=_DESCRIPTION,
|
74 |
+
features=datasets.Features(
|
75 |
+
{
|
76 |
+
"char": datasets.Value("string"),
|
77 |
+
"phn_raw": datasets.Sequence(datasets.Value("string")),
|
78 |
+
"phn": datasets.Sequence(datasets.ClassLabel(names=_PHONEMES)),
|
79 |
+
"wav": datasets.Value("string"),
|
80 |
+
},
|
81 |
+
),
|
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+
supervised_keys=None,
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83 |
+
homepage=_HOMEPAGE_URL,
|
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+
)
|
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+
|
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+
def _get_url(self, split):
|
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+
return f'{self.base_url}/ljspeech_{split}.json'
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+
|
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+
def _split_generator(self, dl_manager, split):
|
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+
url = self._get_url(split)
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+
path = dl_manager.download_and_extract(url)
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+
return datasets.SplitGenerator(
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93 |
+
name=split,
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+
gen_kwargs={"datapath": path, "datatype": split},
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95 |
+
)
|
96 |
+
|
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+
def _split_generators(self, dl_manager):
|
98 |
+
return [
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+
self._split_generator(dl_manager, split)
|
100 |
+
for split in self.splits
|
101 |
+
]
|
102 |
+
|
103 |
+
def _generate_examples(self, datapath, datatype):
|
104 |
+
with open(datapath, encoding="utf-8") as f:
|
105 |
+
data = json.load(f)
|
106 |
+
|
107 |
+
for item_id, item in data.items():
|
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+
resp = {
|
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+
"char": item["char"],
|
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+
"phn": item["phn"],
|
111 |
+
"phn_raw": item["phn"],
|
112 |
+
"wav": item["wav"]
|
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+
}
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+
yield item_id, resp
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ljspeech_test.json
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version https://git-lfs.github.com/spec/v1
|
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+
oid sha256:512e8aa9115e4c60cad36fd3839f81be11ce2946b95e481442d6dd832c4790a0
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size 631332
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ljspeech_train.json
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+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ab407c4903ccd4671ec5f2489d917b85cd7606e6a60b6f214d7149a8923befbd
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3 |
+
size 15829247
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ljspeech_valid.json
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+
version https://git-lfs.github.com/spec/v1
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