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laubonghaudoi
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- .gitattributes +59 -0
- .gitignore +5 -0
- README.md +161 -0
- cut.py +62 -0
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.gitignore
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.venv*
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.aider*
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*.ipynb
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*.html
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.DS_Store
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README.md
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---
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language:
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- yue
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license: cc0-1.0
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size_categories:
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- 10K<n<100K
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task_categories:
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- automatic-speech-recognition
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- text-to-speech
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- text-generation
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- feature-extraction
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- audio-to-audio
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- audio-classification
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- text-to-audio
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pretty_name: c
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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tags:
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- cantonese
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- audio
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- art
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dataset_info:
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features:
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- name: audio
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dtype: audio
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- name: id
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dtype: string
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- name: episode_id
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dtype: int64
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- name: audio_duration
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dtype: float64
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- name: transcription
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dtype: string
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splits:
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- name: train
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num_bytes: 38792803349.64
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num_examples: 39190
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download_size: 38782029113
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dataset_size: 38792803349.64
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---
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# 張悦楷講《三國演義》語音數據集
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[English](#zoeng-jyut-gaai-story-telling-romance-of-the-three-kingdoms-dataset)
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呢個係張悦楷講《三國演義》語音數據集。[張悦楷](https://zh.wikipedia.org/wiki/%E5%BC%A0%E6%82%A6%E6%A5%B7)係廣州最出名嘅講古佬 / 粵語説書藝人。佢從上世紀七十年代開始就喺廣東各個收音電台度講古,佢把聲係好多廣州人嘅共同回憶。本數據集《三國演義》係佢最知名嘅作品一。
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數據集用途:
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- TTS(語音合成)訓練集
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- ASR(語音識別)訓練集或測試集
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- 各種語言學、文學研究
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- 直接聽嚟欣賞藝術!
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TTS 效果演示:https://huggingface.co/spaces/laubonghaudoi/zoengjyutgaai_tts
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## 説明
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- 所有文本都根據 https://jyutping.org/blog/typo/ 同 https://jyutping.org/blog/particles/ 規範用字。
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- 所有文本都使用全角標點,冇半角標點。
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- 所有文本都用漢字轉寫,無阿拉伯數字無英文字母
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- 所有音頻源都存放喺`/webm`,為方便直接用作訓練數據,切分後嘅音頻都重採樣升 44100Hz 放喺 `wav/`
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要使用呢個數據集,可以喺 Python 入面直接跑:
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## 使用
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```python
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from datasets import load_dataset
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ds = load_dataset("laubonghaudoi/zoengjyutgaai_saamgwokjinji")
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```
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如果想單純將所有 wav 文件同對應嘅轉寫複製落嚟,可以跑下面嘅命令行嚟針對克隆個`wav/`路經,避免將成個 repo 都克隆落嚟浪費空間同下載時間:
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```bash
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git clone --filter=blob:none --sparse https://huggingface.co/datasets/laubonghaudoi/zoengjyutgaai_saamgwokjinji
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cd zoengjyutgaai_saamgwokjinji
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git sparse-checkout init --cone
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git sparse-checkout set wav
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git checkout
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```
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### 數據集構建流程
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本數據集嘅收集、構建過程係:
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1. 從 YouTube 或者國內評書網站度下載錄音源文件,一般都係每集半個鐘長嘅 `.webm` 或者 `.mp3`。
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1. 用加字幕工具幫呢啲錄音加字幕,得到對應嘅 `.srt` 文件。
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1. 將啲源錄音用下面嘅命令儘可能無壓縮噉轉換成 `.wav` 格式。
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1. 運行`cut.py`,將每一集 `.wav` 按照 `.srt` 入面嘅時間點切分成一句一個 `.wav`,然後對應嘅文本寫入本數據集嘅 `xxx.csv`。
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1. 然後打開一個 IPython,逐句跑下面嘅命令,將啲數據推上 HuggingFace。
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```python
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from datasets import load_dataset
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from huggingface_hub import login
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dataset = load_dataset('audiofolder', data_dir='./wav')
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# 檢查下讀入嘅數據有冇問題
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dataset['train'][0]
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# 準備好個 token 嚟登入
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login()
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# 推上 HuggingFace datasets
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dataset.push_to_hub("laubonghaudoi/zoengjyutgaai_saamgwokjinji")
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```
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### 將`.webm`無損轉為`.wav`
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首先要安裝 [ffmpeg](https://www.ffmpeg.org/download.html),然後運行:
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```bash
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ffmpeg -i "001.webm" -vn -ar 44100 -c:a pcm_s16le "001.wav"
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```
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如果唔想指定採樣率,儘可能無損轉換,可以將上面嘅`-ar 44100`刪去。**本數據集入面所有 wav 都已經轉為 44100 採樣率**。
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# Zoeng Jyut Gaai story-telling _Romance of the Three Kingdoms_ voice dataset
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This is a speech dataset of Zoeng Jyut Gaai story-telling _Romance of the Three Kingdoms_. [Zoeng Jyut Gaai](https://zh.wikipedia.org/wiki/%E5%BC%A0%E6%82%A6%E6%A5%B7) is a famous actor, stand-up commedian and story-teller (講古佬) in 20th centry Canton. His voice remains in the memories of thousands of Cantonese people. This dataset is built from one of his most well-known story-telling piece: _Romance of the Three Kingdoms_.
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Use case of this dataset:
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- TTS (Text-To-Speech) training set
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- ASR (Automatic Speech Recognition) training or eval set
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- Various linguistics / art analysis
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- Just listen and enjoy the art piece!
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TTS demo: https://huggingface.co/spaces/laubonghaudoi/zoengjyutgaai_tts
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## Introduction
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- All transcriptions follow the prescribed orthography detailed in https://jyutping.org/blog/typo/ and https://jyutping.org/blog/particles/
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- All transcriptions use full-width punctuations, no half-width punctuations is used.
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- All transcriptions are in Chinese characters, no Arabic numbers or Latin letters.
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- All source audio are stored in `/webm`. For the convenice of training, segmented audios are resampled into 44.1 kHz and stored in `wav/`.
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## Usage
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To use this dataset, simply run in Python:
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```python
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from datasets import load_dataset
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ds = load_dataset("laubonghaudoi/zoengjyutgaai_saamgwokjinji")
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```
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To save space and downloading time and avoid clonin the entire repo, you can selectively clone only the `wav./` directory which contains all the wav files and transcriptions:
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```bash
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git clone --filter=blob:none --sparse https://huggingface.co/datasets/laubonghaudoi/zoengjyutgaai_saamgwokjinji
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156 |
+
cd zoengjyutgaai_saamgwokjinji
|
157 |
+
|
158 |
+
git sparse-checkout init --cone
|
159 |
+
git sparse-checkout set wav
|
160 |
+
git checkout
|
161 |
+
```
|
cut.py
ADDED
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import csv
|
2 |
+
import os
|
3 |
+
|
4 |
+
import pysrt
|
5 |
+
from pydub import AudioSegment
|
6 |
+
|
7 |
+
|
8 |
+
def srt_to_segments_with_metadata(srt_file, episode, audio_file, output_dir, metadata_file):
|
9 |
+
# Load the SRT file
|
10 |
+
subs = pysrt.open(srt_file)
|
11 |
+
|
12 |
+
# Load the audio file
|
13 |
+
audio = AudioSegment.from_wav(audio_file)
|
14 |
+
|
15 |
+
# Ensure the output directory exists
|
16 |
+
os.makedirs(output_dir, exist_ok=True)
|
17 |
+
|
18 |
+
# Prepare the metadata file
|
19 |
+
with open(metadata_file, mode='a', newline='', encoding='utf-8') as csvfile:
|
20 |
+
csvwriter = csv.writer(csvfile)
|
21 |
+
# csvwriter.writerow(['id', 'episode_id', 'file_name', 'audio_duration',
|
22 |
+
# 'transcription'])
|
23 |
+
|
24 |
+
for index, sub in enumerate(subs):
|
25 |
+
# Get start and end times in milliseconds
|
26 |
+
start_time = sub.start.ordinal
|
27 |
+
end_time = sub.end.ordinal
|
28 |
+
|
29 |
+
# Calculate duration in seconds
|
30 |
+
duration = (end_time - start_time) / 1000
|
31 |
+
|
32 |
+
# Extract the audio segment
|
33 |
+
segment = audio[start_time:end_time]
|
34 |
+
|
35 |
+
# Define output filenames
|
36 |
+
segment_filename = f"{episode}_{index + 1:03d}.wav"
|
37 |
+
segment_id = f"{episode}_{index + 1:03d}"
|
38 |
+
audio_filename = os.path.join(output_dir, segment_filename)
|
39 |
+
|
40 |
+
# Export the audio segment
|
41 |
+
segment.export(audio_filename, format="wav")
|
42 |
+
|
43 |
+
# Write to the metadata CSV file
|
44 |
+
csvwriter.writerow(
|
45 |
+
[segment_id, episode, f'{episode}/{segment_filename}', f'{duration:.3f}', sub.text])
|
46 |
+
|
47 |
+
print("Segmentation complete. Files saved to:", output_dir)
|
48 |
+
print("Metadata saved to:", metadata_file)
|
49 |
+
|
50 |
+
|
51 |
+
if __name__ == "__main__":
|
52 |
+
metadata_file = 'full.csv'
|
53 |
+
|
54 |
+
# ffmpeg -i "webm/110.webm" -vn -ar 44100 -c:a pcm_s16le "110.wav"
|
55 |
+
for episode in range(110, 111):
|
56 |
+
episode = f'{episode:03d}'
|
57 |
+
|
58 |
+
srt_file = f'srt/{episode}.srt'
|
59 |
+
audio_file = f'{episode}.wav'
|
60 |
+
output_dir = f'./wav/{episode}'
|
61 |
+
srt_to_segments_with_metadata(
|
62 |
+
srt_file, episode, audio_file, output_dir, metadata_file)
|
data/train-00000-of-00078.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
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version https://git-lfs.github.com/spec/v1
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|
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|
data/train-00001-of-00078.parquet
ADDED
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|
|
|
|
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|
1 |
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|
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|
data/train-00002-of-00078.parquet
ADDED
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|
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|
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|
data/train-00003-of-00078.parquet
ADDED
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|
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|
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|
data/train-00004-of-00078.parquet
ADDED
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|
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ADDED
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ADDED
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|
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ADDED
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|
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ADDED
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ADDED
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ADDED
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|
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|
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|
|
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