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Datasets:
Laxus03
/
Alien

Tasks:
Audio Classification
Modalities:
Audio
Formats:
soundfolder
Languages:
Yue Chinese
Size:
10K - 100K
Tags:
speech
cantonese
yue
syllable
pronunciation
Libraries:
Datasets
License:
Dataset card Data Studio Files
xet
Community
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Laxus03 AlienKevin commited on
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Duplicate from AlienKevin/cantone

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Co-authored-by: Xiang (Kevin) Li <AlienKevin@users.noreply.huggingface.co>

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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.bin 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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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.lz4 filter=lfs diff=lfs merge=lfs -text
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+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.npy filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.ot 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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+ *.pkl filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.tgz 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
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+ ---
2
+ license: mit
3
+ task_categories:
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+ - audio-classification
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+ language:
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+ - yue
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+ tags:
8
+ - speech
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+ - cantonese
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+ - yue
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+ - syllable
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+ - pronunciation
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+ pretty_name: Cantone
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+ size_categories:
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+ - 10K<n<100K
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+ ---
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+
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+ # Cantone
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+
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+ A dataset of 34,489 recordings of Cantonese syllables by 10 speakers.
21
+ Those syllables are generated through the Cantonese speech synthesis engines of Amazon, Apple, Google, and Microsoft.
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+
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+ All recordings are stored as WAV files with the following format
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+ * Channel: mono
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+ * Sample rate: 16 kHz
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+ * Bits per sample: 16
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+
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+ Here's a breakdown of the number of recordings under each speaker:
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+ | Company | Speaker | # Syllables |
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+ | --------|-------- | -------- |
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+ | Amazon | Hiujin | 3,885 |
32
+ | Apple | Aasing | 2,977 |
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+ | Apple | Sinji | 2,977 |
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+ | Google | A | 3,653 |
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+ | Google | B | 3,653 |
36
+ | Google | C | 3,653 |
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+ | Google | D | 3,653 |
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+ | Microsoft | Hiugaai | 3,349 |
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+ | Microsoft | Hiumaan | 3,349 |
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+ | Microsoft | Wanlung | 3,349 |
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+
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+ ## Dataset Construction
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+
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+ 1. Gathering
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+
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+ We first identified 3,904 common Cantonese syllables based on words.hk's syllable recordings.
47
+ The, we ask the speech synthesis APIs to pronounce each of the syllables.
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+ The queries use SSML's phoneme attribute to precisely specify the syllable we want. Here's a sample SSML query that fetches the syllable jyut6:
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+ ```xml
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+ <speak><phoneme alphabet='jyutping' ph='jyut6'></phoneme></speak>
51
+ ```
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+
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+ Apple voices are gathered using jyutping text directly and a native Cantonese ASR system is used to filter out unsupported syllables.
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+
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+ 2. Preprocessing
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+
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+ * All audios are converted to 16kHz WAV files
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+ * Peak normalize all audios to -20 dBFS
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+ * Clip silence at the beginning and end (sound below -50 dBFS are deemed silence)
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+
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+ 3. Verification
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+
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+ Occassionally, some syllables are not synthesized correctly.
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+ * Apple voices usually renders tone 5 syllables as tone 2: we remove all tone 5 syllables from apple voices
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+ * Microsoft voices prepends consonants like ng, g, and b in front of isolate vowel syllables like aa: we remove all vowel syllables from microsoft voices
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+
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+ ## License
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+ MIT
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