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+ # 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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+
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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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+ 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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+
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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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+
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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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+
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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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+
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+ # FILE FORMAT
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+
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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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+
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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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+
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+
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+
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+ ## Statistics
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+
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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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+
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+
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+
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+ ## Miscellaneous
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+
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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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+ 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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+ Sgt. Sergeant
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+ Capt. Captain
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+ Esq. Esquire
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+ Ltd. Limited
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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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+ 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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+ * Morris, William, et al. Arts and Crafts Essays. 1893.
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+ * Griffiths, Arthur. The Chronicles of Newgate, Vol. 2. 1884.
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+ * Roosevelt, Franklin D. The Fireside Chats of Franklin Delano Roosevelt.
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+ 1933-42.
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+ * Harland, Marion. Marion Harland's Cookery for Beginners. 1893.
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+ * Rolt-Wheeler, Francis. The Science - History of the Universe, Vol. 5:
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+ Biology. 1910.
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+ * Banks, Edgar J. The Seven Wonders of the Ancient World. 1916.
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+ * President's Commission on the Assassination of President Kennedy. Report
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+ of the President's Commission on the Assassination of President Kennedy.
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+ 1964.
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+
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+ Recordings by Linda Johnson. Alignment and annotation by Keith Ito. All text,
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+ audio, and annotations are in the public domain.
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+
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+ There's no requirement to cite this work, but if you'd like to do so, you can
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+ link to: https://keithito.com/LJ-Speech-Dataset
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+
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+ or use the following:
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+ @misc{ljspeech17,
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+ author = {Keith Ito},
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+ title = {The LJ Speech Dataset},
164
+ howpublished = {\url{https://keithito.com/LJ-Speech-Dataset/}},
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+ year = 2017
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+ }
ljspeech.py ADDED
@@ -0,0 +1,114 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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
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+
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+ import datasets
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+
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+ _DESCRIPTION = """\
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+ This is a public domain speech dataset consisting of 13,100 short audio
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+ clips of a single speaker reading passages from 7 non-fiction books. A
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+ 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
+ """
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+
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+ _BASE_URL = "https://huggingface.co/datasets/flexthink/librig2p-nostress-space/resolve/main"
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+
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+ _HOMEPAGE_URL = "https://huggingface.co/datasets/flexthink/ljspeech"
20
+
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+ _PHONEMES = [
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+ "AA",
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+ "AE",
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+ "AH",
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+ "AO",
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+ "AW",
27
+ "AY",
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+ "B",
29
+ "CH",
30
+ "D",
31
+ "DH",
32
+ "EH",
33
+ "ER",
34
+ "EY",
35
+ "F",
36
+ "G",
37
+ "HH",
38
+ "IH",
39
+ "IY",
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+ "JH",
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+ "K",
42
+ "L",
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+ "M",
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+ "N",
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+ "NG",
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+ "OW",
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+ "OY",
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+ "P",
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+ "R",
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+ "S",
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+ "SH",
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+ "T",
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+ "TH",
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+ "UH",
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+ "UW",
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+ "V",
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+ "W",
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+ "Y",
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+ "Z",
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+ "ZH",
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+ " "
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+ ]
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+ _SPLITS = ["train", "valid", "test"]
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+
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+ class LJSpeech(datasets.GeneratorBasedBuilder):
66
+ def __init__(self, base_url=None, splits=None, *args, **kwargs):
67
+ super().__init__(*args, **kwargs)
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+ self.base_url = base_url or _BASE_URL
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+ self.splits = splits or _SPLITS
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+
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+ def _info(self):
72
+ return datasets.DatasetInfo(
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+ description=_DESCRIPTION,
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+ features=datasets.Features(
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+ {
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+ "char": datasets.Value("string"),
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+ "phn_raw": datasets.Sequence(datasets.Value("string")),
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+ "phn": datasets.Sequence(datasets.ClassLabel(names=_PHONEMES)),
79
+ "wav": datasets.Value("string"),
80
+ },
81
+ ),
82
+ supervised_keys=None,
83
+ homepage=_HOMEPAGE_URL,
84
+ )
85
+
86
+ def _get_url(self, split):
87
+ return f'{self.base_url}/ljspeech_{split}.json'
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+
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+ def _split_generator(self, dl_manager, split):
90
+ url = self._get_url(split)
91
+ path = dl_manager.download_and_extract(url)
92
+ return datasets.SplitGenerator(
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+ name=split,
94
+ gen_kwargs={"datapath": path, "datatype": split},
95
+ )
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+
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+ def _split_generators(self, dl_manager):
98
+ return [
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+ self._split_generator(dl_manager, split)
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+ for split in self.splits
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+ ]
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+
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+ def _generate_examples(self, datapath, datatype):
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+ with open(datapath, encoding="utf-8") as f:
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+ data = json.load(f)
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+
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+ for item_id, item in data.items():
108
+ resp = {
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+ "char": item["char"],
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+ "phn": item["phn"],
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+ "phn_raw": item["phn"],
112
+ "wav": item["wav"]
113
+ }
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+ yield item_id, resp
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+ size 631332
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+ size 15829247
ljspeech_valid.json ADDED
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