update
Browse files- examples/make_dataset_subset.py +51 -0
- examples/make_noise_by_tasks/make_noise_by_task_in_transferred.py +974 -0
- examples/nx_speech_denoise/nx_speech_denoise_by_c.py +6 -2
- log.py +220 -0
- main.py +2 -3
- nx_noise.py +683 -2
- project_settings.py +8 -3
- requirements.txt +3 -1
- script/zip.sh +1 -1
- streamlit/nx_noise_app.py +2 -2
- streamlit/nx_speech_app.py +184 -0
examples/make_dataset_subset.py
ADDED
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@@ -0,0 +1,51 @@
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#!/usr/bin/python3
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# -*- coding: utf-8 -*-
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| 3 |
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"""
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| 4 |
+
python3 total_duration.py --noise_dir /data/tianxing/HuggingDatasets/nx_noise/data/noise
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| 5 |
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python3 total_duration.py --noise_dir /data/tianxing/HuggingDatasets/nx_noise/data/speech
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| 6 |
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| 7 |
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"""
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| 8 |
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import argparse
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| 9 |
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from collections import defaultdict
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| 10 |
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import os
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| 11 |
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from pathlib import Path
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| 12 |
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import sys
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| 14 |
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pwd = os.path.abspath(os.path.dirname(__file__))
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sys.path.append(os.path.join(pwd, "../"))
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| 17 |
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import librosa
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from tqdm import tqdm
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| 20 |
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from project_settings import project_path
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| 22 |
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| 23 |
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def get_args():
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| 24 |
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parser = argparse.ArgumentParser()
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| 25 |
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parser.add_argument(
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| 26 |
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"--noise_dir",
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| 27 |
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default=(project_path / "data/noise").as_posix(),
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| 28 |
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type=str
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| 29 |
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)
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| 30 |
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args = parser.parse_args()
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| 31 |
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return args
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| 33 |
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| 34 |
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def main():
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| 35 |
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args = get_args()
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| 37 |
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noise_dir = Path(args.noise_dir)
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| 38 |
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for filename in noise_dir.glob("**/*.zip"):
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| 39 |
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subset_name = filename.relative_to(noise_dir).as_posix()
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| 40 |
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relative_filename = filename.relative_to(project_path).as_posix()
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| 41 |
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| 42 |
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subset_name = subset_name.replace("/", "_")
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| 44 |
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print(f" \"{subset_name}\": \"{relative_filename}\",")
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| 46 |
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# print(f" datasets.BuilderConfig(name=\"{subset_name}\", version=VERSION, description=\"\"),")
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return
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if __name__ == "__main__":
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main()
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examples/make_noise_by_tasks/make_noise_by_task_in_transferred.py
ADDED
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|
| 1 |
+
#!/usr/bin/python3
|
| 2 |
+
# -*- coding: utf-8 -*-
|
| 3 |
+
"""
|
| 4 |
+
python3 total_duration.py --noise_dir /data/tianxing/HuggingDatasets/nx_noise/data/noise
|
| 5 |
+
python3 total_duration.py --noise_dir /data/tianxing/HuggingDatasets/nx_noise/data/speech
|
| 6 |
+
|
| 7 |
+
"""
|
| 8 |
+
import argparse
|
| 9 |
+
import base64
|
| 10 |
+
import json
|
| 11 |
+
from datetime import datetime
|
| 12 |
+
from functools import lru_cache
|
| 13 |
+
import logging
|
| 14 |
+
import os
|
| 15 |
+
from pathlib import Path
|
| 16 |
+
import re
|
| 17 |
+
import shutil
|
| 18 |
+
import sys
|
| 19 |
+
import tempfile
|
| 20 |
+
import zipfile
|
| 21 |
+
from typing import List
|
| 22 |
+
from io import BytesIO
|
| 23 |
+
|
| 24 |
+
pwd = os.path.abspath(os.path.dirname(__file__))
|
| 25 |
+
sys.path.append(os.path.join(pwd, "../../"))
|
| 26 |
+
|
| 27 |
+
from tenacity import before_sleep_log, retry, retry_if_exception_type, stop_after_attempt, wait_fixed
|
| 28 |
+
|
| 29 |
+
import log
|
| 30 |
+
from project_settings import project_path, log_directory, time_zone_info
|
| 31 |
+
|
| 32 |
+
log.setup_size_rotating(log_directory=log_directory, tz_info=time_zone_info)
|
| 33 |
+
|
| 34 |
+
import requests
|
| 35 |
+
import numpy as np
|
| 36 |
+
from scipy.io import wavfile
|
| 37 |
+
import torch
|
| 38 |
+
import torch.nn as nn
|
| 39 |
+
from tqdm import tqdm
|
| 40 |
+
from Crypto.PublicKey import RSA
|
| 41 |
+
from Crypto.Cipher import PKCS1_v1_5
|
| 42 |
+
|
| 43 |
+
import torchaudio
|
| 44 |
+
|
| 45 |
+
from toolbox.cv2.misc import erode, dilate
|
| 46 |
+
from toolbox.torch.utils.data.vocabulary import Vocabulary
|
| 47 |
+
|
| 48 |
+
torch.set_num_threads(1)
|
| 49 |
+
|
| 50 |
+
main_logger = logging.getLogger("main")
|
| 51 |
+
|
| 52 |
+
|
| 53 |
+
def get_args():
|
| 54 |
+
parser = argparse.ArgumentParser()
|
| 55 |
+
parser.add_argument(
|
| 56 |
+
"--model_file",
|
| 57 |
+
default=(project_path / "trained_models/sound-8-ch32.zip").as_posix(),
|
| 58 |
+
type=str
|
| 59 |
+
)
|
| 60 |
+
parser.add_argument(
|
| 61 |
+
"--noise_dir",
|
| 62 |
+
default=(project_path / "data/noise/nx-noise").as_posix(),
|
| 63 |
+
type=str
|
| 64 |
+
)
|
| 65 |
+
parser.add_argument(
|
| 66 |
+
"--speech_dir",
|
| 67 |
+
default=(project_path / "data/speech/nx-speech").as_posix(),
|
| 68 |
+
type=str
|
| 69 |
+
)
|
| 70 |
+
parser.add_argument("--min_duration", default=4.0, type=float)
|
| 71 |
+
parser.add_argument("--win_size", default=2.0, type=int)
|
| 72 |
+
parser.add_argument("--win_step", default=0.25, type=int)
|
| 73 |
+
args = parser.parse_args()
|
| 74 |
+
return args
|
| 75 |
+
|
| 76 |
+
|
| 77 |
+
PUBLIC_KEY = """-----BEGIN PUBLIC KEY-----
|
| 78 |
+
MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD1r6D7WqFOLyVT37WpSEJRPDzT
|
| 79 |
+
yDzlzypYxkEcpc5efr5U+G3OB3egScVdSZnEsJZuWGs7O5RdVyAsku3i3OeTRPFf
|
| 80 |
+
nHNNqqIyLnUKJ4Re3raY98/+s5WpIo5C5z5BVcXq3FZ3Hbb231yaC+iYFQKa/dJ+
|
| 81 |
+
sLBaL2Nru5zv69sYHwIDAQAB
|
| 82 |
+
|
| 83 |
+
-----END PUBLIC KEY-----"""
|
| 84 |
+
|
| 85 |
+
x_access_token = """
|
| 86 |
+
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJleHAiOjE3NTAzMjAzMDUsImRhdGEiOnsiYWNjb3VudCI6Ik5YMDgzNzdAOWVWRjJsVTJKLnRpYm90LmNvbSIsImlkIjoiNTUwMyIsIm5hbWUiOiJOWDA4Mzc3LUFJYm905bmz5Y-wIiwicm9sZSI6MSwib3BlcmF0ZUdyYW50IjozMX0sImlhdCI6MTc1MDMxMzEwNX0.0inAPLzwDj_4i_xwktg1i1wSmb0s5osPL9FWQzRWr7g
|
| 87 |
+
""".strip()
|
| 88 |
+
|
| 89 |
+
|
| 90 |
+
class CallbotRequest(object):
|
| 91 |
+
def __init__(self,
|
| 92 |
+
host: str = "sea-phl-bot.nxcloud.com",
|
| 93 |
+
username: str = "8615273015862",
|
| 94 |
+
password: str = "0VaArH6K"
|
| 95 |
+
):
|
| 96 |
+
self.host = host
|
| 97 |
+
self.username = username
|
| 98 |
+
self.password = password
|
| 99 |
+
|
| 100 |
+
self.x_access_token = x_access_token
|
| 101 |
+
|
| 102 |
+
self.public_key = RSA.import_key(PUBLIC_KEY)
|
| 103 |
+
self.cipher = PKCS1_v1_5.new(self.public_key)
|
| 104 |
+
|
| 105 |
+
def encrypt(self, password: str):
|
| 106 |
+
encrypted_bytes = self.cipher.encrypt(password.encode("utf-8"))
|
| 107 |
+
result = base64.b64encode(encrypted_bytes).decode("utf-8")
|
| 108 |
+
return result
|
| 109 |
+
|
| 110 |
+
@retry(
|
| 111 |
+
wait=wait_fixed(10),
|
| 112 |
+
stop=stop_after_attempt(3),
|
| 113 |
+
before_sleep=before_sleep_log(main_logger, logging.ERROR),
|
| 114 |
+
)
|
| 115 |
+
def post_login_in(self):
|
| 116 |
+
url = f"https://sea-phl-bot.nxcloud.com/api/oauth/login"
|
| 117 |
+
|
| 118 |
+
headers = {
|
| 119 |
+
"content-type": "application/json",
|
| 120 |
+
"user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/137.0.0.0 Safari/537.36",
|
| 121 |
+
"referer": f"https://{self.host}/",
|
| 122 |
+
}
|
| 123 |
+
|
| 124 |
+
data = {
|
| 125 |
+
"account":"8615273015862",
|
| 126 |
+
"password": self.encrypt(password=self.password),
|
| 127 |
+
}
|
| 128 |
+
|
| 129 |
+
response = requests.request(
|
| 130 |
+
method="POST",
|
| 131 |
+
url=url,
|
| 132 |
+
headers=headers,
|
| 133 |
+
data=json.dumps(data),
|
| 134 |
+
)
|
| 135 |
+
|
| 136 |
+
if response.status_code != 200:
|
| 137 |
+
raise AssertionError(f"request failed, status_code: {response.status_code}, text: {response.text}")
|
| 138 |
+
|
| 139 |
+
js = response.json()
|
| 140 |
+
# print(js)
|
| 141 |
+
token = js["data"]["token"]
|
| 142 |
+
# print(token)
|
| 143 |
+
self.x_access_token = token
|
| 144 |
+
return js
|
| 145 |
+
|
| 146 |
+
@retry(
|
| 147 |
+
wait=wait_fixed(10),
|
| 148 |
+
stop=stop_after_attempt(3),
|
| 149 |
+
before_sleep=before_sleep_log(main_logger, logging.ERROR),
|
| 150 |
+
)
|
| 151 |
+
def get_task_list(self,
|
| 152 |
+
current: int = 1,
|
| 153 |
+
page_size: int = 10,
|
| 154 |
+
product_id: str = "callbot"
|
| 155 |
+
):
|
| 156 |
+
url = f"https://{self.host}/api/tasks"
|
| 157 |
+
|
| 158 |
+
headers = {
|
| 159 |
+
"x-access-token": self.x_access_token,
|
| 160 |
+
"referer": f"https://{self.host}/",
|
| 161 |
+
"host": f"{self.host}",
|
| 162 |
+
}
|
| 163 |
+
|
| 164 |
+
params = {
|
| 165 |
+
"current": current,
|
| 166 |
+
"pageSize": page_size,
|
| 167 |
+
"productId": product_id,
|
| 168 |
+
}
|
| 169 |
+
|
| 170 |
+
response = requests.request(
|
| 171 |
+
method="GET",
|
| 172 |
+
url=url,
|
| 173 |
+
headers=headers,
|
| 174 |
+
params=params,
|
| 175 |
+
)
|
| 176 |
+
|
| 177 |
+
if response.status_code == 401:
|
| 178 |
+
js = response.json()
|
| 179 |
+
main_logger.info(f"msg: {js["msg"]}")
|
| 180 |
+
main_logger.info(f"login in...")
|
| 181 |
+
self.post_login_in()
|
| 182 |
+
return self.get_task_list(current, page_size, product_id)
|
| 183 |
+
|
| 184 |
+
if response.status_code != 200:
|
| 185 |
+
raise AssertionError(f"request failed, status_code: {response.status_code}, text: {response.text}")
|
| 186 |
+
|
| 187 |
+
js = response.json()
|
| 188 |
+
return js
|
| 189 |
+
|
| 190 |
+
@retry(
|
| 191 |
+
wait=wait_fixed(10),
|
| 192 |
+
stop=stop_after_attempt(3),
|
| 193 |
+
before_sleep=before_sleep_log(main_logger, logging.ERROR),
|
| 194 |
+
)
|
| 195 |
+
@lru_cache(maxsize=1000)
|
| 196 |
+
def get_intent_tag_by_task_id(self, task_id: str, scene_id: str, product_id: str = "callbot"):
|
| 197 |
+
url = f"https://{self.host}/api/tasks/{task_id}"
|
| 198 |
+
|
| 199 |
+
headers = {
|
| 200 |
+
"x-access-token": self.x_access_token,
|
| 201 |
+
"referer": f"https://{self.host}/",
|
| 202 |
+
"host": f"{self.host}",
|
| 203 |
+
}
|
| 204 |
+
|
| 205 |
+
params = {
|
| 206 |
+
"sceneId": scene_id,
|
| 207 |
+
"productId": product_id,
|
| 208 |
+
"taskId": task_id,
|
| 209 |
+
}
|
| 210 |
+
|
| 211 |
+
response = requests.request(
|
| 212 |
+
method="GET",
|
| 213 |
+
url=url,
|
| 214 |
+
headers=headers,
|
| 215 |
+
params=params,
|
| 216 |
+
)
|
| 217 |
+
|
| 218 |
+
if response.status_code == 401:
|
| 219 |
+
js = response.json()
|
| 220 |
+
main_logger.info(f"msg: {js["msg"]}")
|
| 221 |
+
main_logger.info(f"login in...")
|
| 222 |
+
self.post_login_in()
|
| 223 |
+
return self.get_intent_tag_by_task_id(task_id, scene_id, product_id)
|
| 224 |
+
|
| 225 |
+
if response.status_code != 200:
|
| 226 |
+
raise AssertionError(f"request failed, status_code: {response.status_code}, text: {response.text}")
|
| 227 |
+
|
| 228 |
+
js = response.json()
|
| 229 |
+
return js
|
| 230 |
+
|
| 231 |
+
@retry(
|
| 232 |
+
wait=wait_fixed(10),
|
| 233 |
+
stop=stop_after_attempt(3),
|
| 234 |
+
before_sleep=before_sleep_log(main_logger, logging.ERROR),
|
| 235 |
+
)
|
| 236 |
+
def get_call_info_by_task_id(self,
|
| 237 |
+
task_id: str, scene_id: str,
|
| 238 |
+
user_intent_id: str,
|
| 239 |
+
call_status: str = None,
|
| 240 |
+
current: int = 1, page_size: int = 10,
|
| 241 |
+
product_id: str = "callbot",
|
| 242 |
+
):
|
| 243 |
+
call_status = call_status or "6,8,9,10,11,12,13,15,16,17,18,19,20,21,22,23,24,25,26,27"
|
| 244 |
+
|
| 245 |
+
url = f"https://{self.host}/api/call/info/byTask/{task_id}"
|
| 246 |
+
|
| 247 |
+
headers = {
|
| 248 |
+
"x-access-token": self.x_access_token,
|
| 249 |
+
"referer": f"https://{self.host}/",
|
| 250 |
+
"host": f"{self.host}",
|
| 251 |
+
}
|
| 252 |
+
|
| 253 |
+
params = {
|
| 254 |
+
"sceneId": scene_id,
|
| 255 |
+
"taskId": task_id,
|
| 256 |
+
"userIntentId": user_intent_id,
|
| 257 |
+
"callStatus": call_status,
|
| 258 |
+
"current": current,
|
| 259 |
+
"pageSize": page_size,
|
| 260 |
+
"productId": product_id,
|
| 261 |
+
}
|
| 262 |
+
|
| 263 |
+
response = requests.request(
|
| 264 |
+
method="GET",
|
| 265 |
+
url=url,
|
| 266 |
+
headers=headers,
|
| 267 |
+
params=params,
|
| 268 |
+
)
|
| 269 |
+
|
| 270 |
+
if response.status_code == 401:
|
| 271 |
+
js = response.json()
|
| 272 |
+
main_logger.info(f"msg: {js["msg"]}")
|
| 273 |
+
main_logger.info(f"login in...")
|
| 274 |
+
self.post_login_in()
|
| 275 |
+
return self.get_call_info_by_task_id(task_id, scene_id, user_intent_id, call_status, current, page_size, product_id)
|
| 276 |
+
|
| 277 |
+
if response.status_code != 200:
|
| 278 |
+
raise AssertionError(f"request failed, status_code: {response.status_code}, text: {response.text}")
|
| 279 |
+
|
| 280 |
+
js = response.json()
|
| 281 |
+
return js
|
| 282 |
+
|
| 283 |
+
|
| 284 |
+
class CallbotTaskManager(object):
|
| 285 |
+
def __init__(self, host: str = "sea-phl-bot.nxcloud.com"):
|
| 286 |
+
self.callbot_request = CallbotRequest(host)
|
| 287 |
+
|
| 288 |
+
def get_tasks_by_date_generator(self, min_date: str = "2025-05-16"):
|
| 289 |
+
min_date_ts_ = datetime.strptime(min_date, "%Y-%m-%d")
|
| 290 |
+
|
| 291 |
+
current = 217
|
| 292 |
+
page_size = 10
|
| 293 |
+
for idx in range(300):
|
| 294 |
+
print(f"in page current: {current}")
|
| 295 |
+
js = self.callbot_request.get_task_list(current, page_size)
|
| 296 |
+
current += 1
|
| 297 |
+
|
| 298 |
+
data = js["data"]["data"]
|
| 299 |
+
for row in data:
|
| 300 |
+
scene_id = row["sceneId"]
|
| 301 |
+
task_id = row["taskId"]
|
| 302 |
+
|
| 303 |
+
# 2: 进行中;
|
| 304 |
+
task_status = row["taskStatus"]
|
| 305 |
+
task_name: str = row["taskName"]
|
| 306 |
+
create_ts = row["createTs"]
|
| 307 |
+
last_update_ts = row["lastUpdateTs"]
|
| 308 |
+
user_task_id = row["userTaskId"]
|
| 309 |
+
|
| 310 |
+
user_name = row["userName"]
|
| 311 |
+
total_order_count = row["totalOrderCount"]
|
| 312 |
+
finish_order_count = row["finishOrderCount"]
|
| 313 |
+
|
| 314 |
+
if finish_order_count == 0:
|
| 315 |
+
continue
|
| 316 |
+
|
| 317 |
+
if not task_name.__contains__("_LIVE_"):
|
| 318 |
+
main_logger.info(f"skip task_name: {task_name}")
|
| 319 |
+
continue
|
| 320 |
+
if task_name.__contains__("_UAT_"):
|
| 321 |
+
main_logger.info(f"skip task_name: {task_name}")
|
| 322 |
+
continue
|
| 323 |
+
if task_name.__contains__("auto-test"):
|
| 324 |
+
main_logger.info(f"skip task_name: {task_name}")
|
| 325 |
+
continue
|
| 326 |
+
if task_name in [
|
| 327 |
+
"DcTask_1_PH_LIVE_20250627_20250627-1",
|
| 328 |
+
"DcTask_9_PH_LIVE_20250627_20250627-1",
|
| 329 |
+
"DcTask_3_SG_LIVE_20250627_20250627-1",
|
| 330 |
+
"DcTask_1_SG_LIVE_20250627_20250627-1",
|
| 331 |
+
"DcTask_8_SG_LIVE_20250627_20250627-1",
|
| 332 |
+
|
| 333 |
+
"DcTask_9_PH_LIVE_20250626_20250626-1",
|
| 334 |
+
"DcTask_1_PH_LIVE_20250626_20250626-1",
|
| 335 |
+
"DcTask_3_SG_LIVE_20250626_20250626-1",
|
| 336 |
+
"DcTask_1_SG_LIVE_20250626_20250626-1",
|
| 337 |
+
"DcTask_8_SG_LIVE_20250626_20250626-1",
|
| 338 |
+
|
| 339 |
+
"DcTask_9_PH_LIVE_20250625_20250625-1",
|
| 340 |
+
"DcTask_1_PH_LIVE_20250625_20250625-1",
|
| 341 |
+
"DcTask_1_SG_LIVE_20250625_20250625-1",
|
| 342 |
+
"DcTask_8_SG_LIVE_20250625_20250625-1",
|
| 343 |
+
"DcTask_6_SG_LIVE_20250625_20250625-1",
|
| 344 |
+
"DcTask_3_SG_LIVE_20250625_20250625-1",
|
| 345 |
+
|
| 346 |
+
"DcTask_9_PH_LIVE_20250624_20250624-1",
|
| 347 |
+
"DcTask_1_PH_LIVE_20250624_20250624-1",
|
| 348 |
+
"DcTask_8_SG_LIVE_20250624_20250624-1",
|
| 349 |
+
"DcTask_3_SG_LIVE_20250624_20250624-1",
|
| 350 |
+
"DcTask_1_SG_LIVE_20250624_20250624-1",
|
| 351 |
+
|
| 352 |
+
"DcTask_1_PH_LIVE_20250623_20250623-1",
|
| 353 |
+
"DcTask_6_SG_LIVE_20250623_20250623-1",
|
| 354 |
+
"DcTask_9_PH_LIVE_20250623_20250623-1",
|
| 355 |
+
"DcTask_3_SG_LIVE_20250623_20250623-1",
|
| 356 |
+
"DcTask_1_SG_LIVE_20250623_20250623-1",
|
| 357 |
+
"DcTask_1_SG_LIVE_20250623_20250623-1",
|
| 358 |
+
"DcTask_8_SG_LIVE_20250623_20250623-1",
|
| 359 |
+
|
| 360 |
+
"DcTask_1_PH_LIVE_20250622_20250622-1",
|
| 361 |
+
"DcTask_3_SG_LIVE_20250622_20250622-1",
|
| 362 |
+
"DcTask_1_SG_LIVE_20250622_20250622-1",
|
| 363 |
+
|
| 364 |
+
"DcTask_1_PH_LIVE_20250621_20250621-1",
|
| 365 |
+
"DcTask_3_SG_LIVE_20250621_20250621-1",
|
| 366 |
+
"DcTask_1_SG_LIVE_20250621_20250621-1",
|
| 367 |
+
|
| 368 |
+
"DcTask_9_PH_LIVE_20250620_20250620-1",
|
| 369 |
+
"DcTask_1_SG_LIVE_20250620_20250620-1",
|
| 370 |
+
"DcTask_1_PH_LIVE_20250620_20250620-1",
|
| 371 |
+
"DcTask_8_SG_LIVE_20250620_20250620-1",
|
| 372 |
+
"DcTask_3_SG_LIVE_20250620_20250620-1",
|
| 373 |
+
|
| 374 |
+
"DcTask_8_SG_LIVE_20250619_20250619-1",
|
| 375 |
+
"DcTask_1_PH_LIVE_20250619_20250619-1",
|
| 376 |
+
"DcTask_3_SG_LIVE_20250619_20250619-1",
|
| 377 |
+
"DcTask_1_SG_LIVE_20250619_20250619-1",
|
| 378 |
+
"DcTask_9_PH_LIVE_20250619_20250619-1",
|
| 379 |
+
|
| 380 |
+
"DcTask_1_SG_LIVE_20250618_20250618-1",
|
| 381 |
+
"DcTask_8_SG_LIVE_20250618_20250618-1",
|
| 382 |
+
"DcTask_9_PH_LIVE_20250618_20250618-1",
|
| 383 |
+
"DcTask_1_PH_LIVE_20250618_20250618-1",
|
| 384 |
+
"DcTask_3_SG_LIVE_20250618_20250618-1",
|
| 385 |
+
|
| 386 |
+
"DcTask_1_PH_LIVE_20250617_20250617-1",
|
| 387 |
+
"DcTask_1_SG_LIVE_20250617_20250617-1",
|
| 388 |
+
"DcTask_9_PH_LIVE_20250617_20250617-1",
|
| 389 |
+
"DcTask_3_SG_LIVE_20250617_20250617-1",
|
| 390 |
+
"DcTask_8_SG_LIVE_20250617_20250617-1",
|
| 391 |
+
|
| 392 |
+
"DcTask_1_PH_LIVE_20250616_20250616-1",
|
| 393 |
+
"DcTask_9_PH_LIVE_20250616_20250616-1",
|
| 394 |
+
"DcTask_1_SG_LIVE_20250616_20250616-1",
|
| 395 |
+
"DcTask_6_SG_LIVE_20250616_20250616-1",
|
| 396 |
+
"DcTask_3_SG_LIVE_20250616_20250616-1",
|
| 397 |
+
"DcTask_8_SG_LIVE_20250616_20250616-1",
|
| 398 |
+
|
| 399 |
+
"DcTask_1_PH_LIVE_20250615_20250615-1",
|
| 400 |
+
"DcTask_1_SG_LIVE_20250615_20250615-1",
|
| 401 |
+
|
| 402 |
+
"DcTask_1_PH_LIVE_20250614_20250614-1",
|
| 403 |
+
"DcTask_1_SG_LIVE_20250614_20250614-1",
|
| 404 |
+
"DcTask_9_PH_LIVE_20250614_20250614-1",
|
| 405 |
+
|
| 406 |
+
"DcTask_9_PH_LIVE_20250613_20250613-1",
|
| 407 |
+
"DcTask_1_SG_LIVE_20250613_20250613-1",
|
| 408 |
+
"DcTask_1_PH_LIVE_20250613_20250613-1",
|
| 409 |
+
"DcTask_8_SG_LIVE_20250613_20250613-1",
|
| 410 |
+
|
| 411 |
+
"DcTask_1_PH_LIVE_20250612_20250612-1",
|
| 412 |
+
"DcTask_9_PH_LIVE_20250612_20250612-1",
|
| 413 |
+
"DcTask_8_SG_LIVE_20250612_20250612-1",
|
| 414 |
+
"DcTask_1_SG_LIVE_20250612_20250612-1",
|
| 415 |
+
|
| 416 |
+
"DcTask_8_SG_LIVE_20250611_20250611-1",
|
| 417 |
+
"DcTask_1_PH_LIVE_20250611_20250611-1",
|
| 418 |
+
"DcTask_9_PH_LIVE_20250611_20250611-1",
|
| 419 |
+
"DcTask_1_SG_LIVE_20250611_20250611-1",
|
| 420 |
+
|
| 421 |
+
"DcTask_9_PH_LIVE_20250610_20250610-1",
|
| 422 |
+
"DcTask_1_PH_LIVE_20250610_20250610-1",
|
| 423 |
+
"DcTask_5_SG_LIVE_20250610_20250610-1",
|
| 424 |
+
"DcTask_1_SG_LIVE_20250610_20250610-1",
|
| 425 |
+
"DcTask_7_SG_LIVE_20250610_20250610-1",
|
| 426 |
+
"DcTask_3_SG_LIVE_20250610_20250610-1",
|
| 427 |
+
"DcTask_8_SG_LIVE_20250610_20250610-1",
|
| 428 |
+
|
| 429 |
+
"DcTask_default_PH_LIVE_20250609_20250609-1",
|
| 430 |
+
"DcTask_8_SG_LIVE_20250609_20250609-1",
|
| 431 |
+
"DcTask_1_PH_LIVE_20250609_20250609-1",
|
| 432 |
+
"DcTask_9_PH_LIVE_20250609_20250609-1",
|
| 433 |
+
|
| 434 |
+
"DcTask_1_PH_LIVE_20250602_20250602-1",
|
| 435 |
+
"DcTask_1_SG_LIVE_20250602_20250602-1",
|
| 436 |
+
"DcTask_9_PH_LIVE_20250602_20250602-1",
|
| 437 |
+
|
| 438 |
+
]:
|
| 439 |
+
main_logger.info(f"skip task_name: {task_name}")
|
| 440 |
+
continue
|
| 441 |
+
|
| 442 |
+
last_update_ts_ = datetime.strptime(last_update_ts, "%Y-%m-%dT%H:%M:%S.%fZ")
|
| 443 |
+
if last_update_ts_ < min_date_ts_:
|
| 444 |
+
continue
|
| 445 |
+
|
| 446 |
+
row_ = {
|
| 447 |
+
"sceneId": scene_id,
|
| 448 |
+
"taskId": task_id,
|
| 449 |
+
"taskStatus": task_status,
|
| 450 |
+
"taskName": task_name,
|
| 451 |
+
"create_ts": create_ts,
|
| 452 |
+
"lastUpdateTs": last_update_ts,
|
| 453 |
+
|
| 454 |
+
}
|
| 455 |
+
yield row_
|
| 456 |
+
|
| 457 |
+
def get_tasks_by_date(self, min_date: str = "2025-06-01"):
|
| 458 |
+
result = list()
|
| 459 |
+
rows = self.get_tasks_by_date_generator(min_date)
|
| 460 |
+
for row in rows:
|
| 461 |
+
result.append(row)
|
| 462 |
+
return result
|
| 463 |
+
|
| 464 |
+
def get_call_info_by_task_id_generator(self,
|
| 465 |
+
task_id: str, scene_id: str,
|
| 466 |
+
user_intent_id: str,
|
| 467 |
+
call_status: str = None,
|
| 468 |
+
product_id: str = "callbot",
|
| 469 |
+
):
|
| 470 |
+
current = 1
|
| 471 |
+
page_size = 10
|
| 472 |
+
while True:
|
| 473 |
+
js = self.callbot_request.get_call_info_by_task_id(task_id=task_id, scene_id=scene_id,
|
| 474 |
+
user_intent_id=user_intent_id,
|
| 475 |
+
call_status=call_status,
|
| 476 |
+
current=current, page_size=page_size,
|
| 477 |
+
product_id=product_id,
|
| 478 |
+
)
|
| 479 |
+
current += 1
|
| 480 |
+
|
| 481 |
+
data = js["data"]["data"]
|
| 482 |
+
total = js["data"]["total"]
|
| 483 |
+
if total < (current * page_size) - page_size:
|
| 484 |
+
break
|
| 485 |
+
if len(data) == 0:
|
| 486 |
+
break
|
| 487 |
+
for row in data:
|
| 488 |
+
task_id = row["taskId"]
|
| 489 |
+
call_id = row["callId"]
|
| 490 |
+
scene_id = row["sceneId"]
|
| 491 |
+
user_intent_id_ = row["userIntentId"]
|
| 492 |
+
call_audio_url = row["callAudioUrl"]
|
| 493 |
+
create_ts = row["createTs"]
|
| 494 |
+
last_update_ts = row["lastUpdateTs"]
|
| 495 |
+
|
| 496 |
+
if user_intent_id_ != user_intent_id:
|
| 497 |
+
raise AssertionError
|
| 498 |
+
|
| 499 |
+
row_ = {
|
| 500 |
+
"taskId": task_id,
|
| 501 |
+
"callId": call_id,
|
| 502 |
+
"sceneId": scene_id,
|
| 503 |
+
"userIntentId": user_intent_id,
|
| 504 |
+
"callAudioUrl": call_audio_url,
|
| 505 |
+
"createTs": create_ts,
|
| 506 |
+
"lastUpdateTs": last_update_ts,
|
| 507 |
+
|
| 508 |
+
}
|
| 509 |
+
yield row_
|
| 510 |
+
|
| 511 |
+
def get_call_info_by_task_id(self,
|
| 512 |
+
task_id: str, scene_id: str,
|
| 513 |
+
user_intent_id: str,
|
| 514 |
+
call_status: str = None,
|
| 515 |
+
product_id: str = "callbot",
|
| 516 |
+
):
|
| 517 |
+
result = list()
|
| 518 |
+
rows = self.get_call_info_by_task_id_generator(
|
| 519 |
+
task_id, scene_id, user_intent_id, call_status, product_id)
|
| 520 |
+
for row in rows:
|
| 521 |
+
result.append(row)
|
| 522 |
+
return result
|
| 523 |
+
|
| 524 |
+
def get_transfer_call_info_list_by_date_generator(self, min_date: str = "2025-06-01"):
|
| 525 |
+
min_date_ts_ = datetime.strptime(min_date, "%Y-%m-%d")
|
| 526 |
+
|
| 527 |
+
tasks = self.get_tasks_by_date_generator(min_date=min_date)
|
| 528 |
+
for task in tasks:
|
| 529 |
+
skip_this_task = False
|
| 530 |
+
|
| 531 |
+
scene_id = task["sceneId"]
|
| 532 |
+
task_id = task["taskId"]
|
| 533 |
+
task_name = task["taskName"]
|
| 534 |
+
|
| 535 |
+
js = self.callbot_request.get_intent_tag_by_task_id(task_id=task_id, scene_id=scene_id)
|
| 536 |
+
|
| 537 |
+
data = js["data"]
|
| 538 |
+
intent_tag = data["intentTag"]
|
| 539 |
+
|
| 540 |
+
for row1 in intent_tag:
|
| 541 |
+
if skip_this_task:
|
| 542 |
+
break
|
| 543 |
+
intent_id = row1["intentId"]
|
| 544 |
+
intent_desc: str = row1["intentDesc"]
|
| 545 |
+
|
| 546 |
+
if not intent_desc.__contains__("Transferred to agent"):
|
| 547 |
+
continue
|
| 548 |
+
|
| 549 |
+
main_logger.info(f"process: task_name: {task_name}, intent_desc: {intent_desc}")
|
| 550 |
+
task_call_info = self.get_call_info_by_task_id_generator(
|
| 551 |
+
task_id=task_id, scene_id=scene_id, user_intent_id=intent_id)
|
| 552 |
+
|
| 553 |
+
for row2 in task_call_info:
|
| 554 |
+
if skip_this_task:
|
| 555 |
+
break
|
| 556 |
+
task_id = row2["taskId"]
|
| 557 |
+
call_id = row2["callId"]
|
| 558 |
+
scene_id = row2["sceneId"]
|
| 559 |
+
call_audio_url = row2["callAudioUrl"]
|
| 560 |
+
create_ts = row2["createTs"]
|
| 561 |
+
last_update_ts = row2["lastUpdateTs"]
|
| 562 |
+
|
| 563 |
+
last_update_ts_ = datetime.strptime(last_update_ts, "%Y-%m-%dT%H:%M:%S.%fZ")
|
| 564 |
+
if last_update_ts_ < min_date_ts_:
|
| 565 |
+
continue
|
| 566 |
+
|
| 567 |
+
create_ts_ = datetime.fromtimestamp(create_ts)
|
| 568 |
+
# print(create_ts_.strftime("%Y-%m-%d %H:%M:%S"))
|
| 569 |
+
|
| 570 |
+
if call_audio_url.endswith(".mp3"):
|
| 571 |
+
skip_this_task = True
|
| 572 |
+
continue
|
| 573 |
+
|
| 574 |
+
row_ = {
|
| 575 |
+
"taskId": task_id,
|
| 576 |
+
"callId": call_id,
|
| 577 |
+
"sceneId": scene_id,
|
| 578 |
+
"callAudioUrl": call_audio_url,
|
| 579 |
+
"createTs": create_ts,
|
| 580 |
+
"lastUpdateTs": last_update_ts,
|
| 581 |
+
|
| 582 |
+
"intentId": intent_id,
|
| 583 |
+
"intentDesc": intent_desc,
|
| 584 |
+
|
| 585 |
+
"taskName": task_name,
|
| 586 |
+
}
|
| 587 |
+
yield row_
|
| 588 |
+
|
| 589 |
+
|
| 590 |
+
class Tagger(object):
|
| 591 |
+
def __init__(self,
|
| 592 |
+
model_file: str,
|
| 593 |
+
win_size: int,
|
| 594 |
+
win_step: int,
|
| 595 |
+
sample_rate: int = 8000,
|
| 596 |
+
):
|
| 597 |
+
self.model_file = Path(model_file)
|
| 598 |
+
self.win_size = win_size
|
| 599 |
+
self.win_step = win_step
|
| 600 |
+
self.sample_rate = sample_rate
|
| 601 |
+
|
| 602 |
+
self.model: nn.Module = None
|
| 603 |
+
self.vocabulary: Vocabulary = None
|
| 604 |
+
self.load_models()
|
| 605 |
+
|
| 606 |
+
def load_models(self):
|
| 607 |
+
with zipfile.ZipFile(self.model_file, "r") as f_zip:
|
| 608 |
+
out_root = Path(tempfile.gettempdir()) / "vm_sound_classification"
|
| 609 |
+
if out_root.exists():
|
| 610 |
+
shutil.rmtree(out_root.as_posix())
|
| 611 |
+
out_root.mkdir(parents=True, exist_ok=True)
|
| 612 |
+
f_zip.extractall(path=out_root)
|
| 613 |
+
tgt_path = out_root / self.model_file.stem
|
| 614 |
+
jit_model_file = tgt_path / "trace_model.zip"
|
| 615 |
+
vocab_path = tgt_path / "vocabulary"
|
| 616 |
+
|
| 617 |
+
vocabulary = Vocabulary.from_files(vocab_path.as_posix())
|
| 618 |
+
|
| 619 |
+
with open(jit_model_file.as_posix(), "rb") as f:
|
| 620 |
+
model = torch.jit.load(f)
|
| 621 |
+
model.eval()
|
| 622 |
+
|
| 623 |
+
shutil.rmtree(tgt_path)
|
| 624 |
+
|
| 625 |
+
self.model = model
|
| 626 |
+
self.vocabulary = vocabulary
|
| 627 |
+
return model, vocabulary
|
| 628 |
+
|
| 629 |
+
def tag(self, signal: np.ndarray):
|
| 630 |
+
signal_length = len(signal)
|
| 631 |
+
win_size = int(self.win_size * self.sample_rate)
|
| 632 |
+
win_step = int(self.win_step * self.sample_rate)
|
| 633 |
+
|
| 634 |
+
signal = np.concatenate([
|
| 635 |
+
np.zeros(shape=(win_size // 2,), dtype=np.int16),
|
| 636 |
+
signal,
|
| 637 |
+
np.zeros(shape=(win_size // 2,), dtype=np.int16),
|
| 638 |
+
])
|
| 639 |
+
|
| 640 |
+
result = list()
|
| 641 |
+
for i in range(0, signal_length, win_step):
|
| 642 |
+
sub_signal = signal[i: i+win_size]
|
| 643 |
+
if len(sub_signal) < win_size:
|
| 644 |
+
break
|
| 645 |
+
|
| 646 |
+
inputs = torch.tensor(sub_signal, dtype=torch.float32)
|
| 647 |
+
inputs = torch.unsqueeze(inputs, dim=0)
|
| 648 |
+
|
| 649 |
+
probs = self.model(inputs)
|
| 650 |
+
|
| 651 |
+
probs = probs.tolist()[0]
|
| 652 |
+
argidx = np.argmax(probs)
|
| 653 |
+
label_str = self.vocabulary.get_token_from_index(argidx, namespace="labels")
|
| 654 |
+
prob = probs[argidx]
|
| 655 |
+
result.append(label_str)
|
| 656 |
+
|
| 657 |
+
return result
|
| 658 |
+
|
| 659 |
+
|
| 660 |
+
def correct_labels_noise(labels: List[str], target_label: str = "noise"):
|
| 661 |
+
|
| 662 |
+
labels = erode(labels, erode_label=target_label, n=2)
|
| 663 |
+
labels = dilate(labels, dilate_label=target_label, n=2)
|
| 664 |
+
return labels
|
| 665 |
+
|
| 666 |
+
|
| 667 |
+
def correct_labels_voice(labels: List[str], target_label: str = "voice"):
|
| 668 |
+
labels = erode(labels, erode_label=target_label, n=2)
|
| 669 |
+
return labels
|
| 670 |
+
|
| 671 |
+
|
| 672 |
+
def split_signal_by_labels_noise(signal: np.ndarray, labels: List[str]):
|
| 673 |
+
l = len(labels)
|
| 674 |
+
|
| 675 |
+
noise_list = list()
|
| 676 |
+
begin = None
|
| 677 |
+
for idx, label in enumerate(labels):
|
| 678 |
+
if label == "noise":
|
| 679 |
+
if begin is None:
|
| 680 |
+
begin = idx
|
| 681 |
+
elif label != "noise":
|
| 682 |
+
if begin is not None:
|
| 683 |
+
noise_list.append((begin, idx))
|
| 684 |
+
begin = None
|
| 685 |
+
else:
|
| 686 |
+
pass
|
| 687 |
+
else:
|
| 688 |
+
if begin is not None:
|
| 689 |
+
noise_list.append((begin, l))
|
| 690 |
+
|
| 691 |
+
result = list()
|
| 692 |
+
|
| 693 |
+
win_size = signal.shape[0] / l
|
| 694 |
+
for begin, end in noise_list:
|
| 695 |
+
begin = int(begin * win_size)
|
| 696 |
+
end = int(end * win_size)
|
| 697 |
+
|
| 698 |
+
sub_signal = signal[begin: end + 1]
|
| 699 |
+
result.append({
|
| 700 |
+
"begin": begin,
|
| 701 |
+
"sub_signal": sub_signal,
|
| 702 |
+
})
|
| 703 |
+
|
| 704 |
+
return result
|
| 705 |
+
|
| 706 |
+
|
| 707 |
+
def split_signal_by_labels_voice(signal: np.ndarray, labels: List[str]):
|
| 708 |
+
l = len(labels)
|
| 709 |
+
|
| 710 |
+
noise_list = list()
|
| 711 |
+
begin = None
|
| 712 |
+
for idx, label in enumerate(labels):
|
| 713 |
+
if label == "voice":
|
| 714 |
+
if begin is None:
|
| 715 |
+
begin = idx
|
| 716 |
+
elif label != "voice":
|
| 717 |
+
if begin is not None:
|
| 718 |
+
noise_list.append((begin, idx))
|
| 719 |
+
begin = None
|
| 720 |
+
else:
|
| 721 |
+
pass
|
| 722 |
+
else:
|
| 723 |
+
if begin is not None:
|
| 724 |
+
noise_list.append((begin, l))
|
| 725 |
+
|
| 726 |
+
result = list()
|
| 727 |
+
|
| 728 |
+
win_size = signal.shape[0] / l
|
| 729 |
+
for begin, end in noise_list:
|
| 730 |
+
begin = int(begin * win_size)
|
| 731 |
+
end = int(end * win_size)
|
| 732 |
+
|
| 733 |
+
sub_signal = signal[begin: end + 1]
|
| 734 |
+
result.append({
|
| 735 |
+
"begin": begin,
|
| 736 |
+
"sub_signal": sub_signal,
|
| 737 |
+
})
|
| 738 |
+
|
| 739 |
+
return result
|
| 740 |
+
|
| 741 |
+
|
| 742 |
+
@lru_cache(maxsize=100)
|
| 743 |
+
def get_call_id_list_by_dir(wav_dir: Path):
|
| 744 |
+
pattern = "[0-9a-fA-F]{8}-(?:[0-9a-fA-F]{4}-){3}[0-9a-fA-F]{12}"
|
| 745 |
+
|
| 746 |
+
result = set()
|
| 747 |
+
for filename in wav_dir.glob("**/*.wav"):
|
| 748 |
+
name = filename.stem
|
| 749 |
+
|
| 750 |
+
match = re.search(pattern, name, flags=re.IGNORECASE)
|
| 751 |
+
if match is None:
|
| 752 |
+
main_logger.info(f"cannot find call_id in name: {name}")
|
| 753 |
+
continue
|
| 754 |
+
|
| 755 |
+
call_id = match.group()
|
| 756 |
+
result.add(call_id)
|
| 757 |
+
return result
|
| 758 |
+
|
| 759 |
+
|
| 760 |
+
def check_call_id(wav_dir: Path, call_id: str):
|
| 761 |
+
|
| 762 |
+
finished_call_id: set = get_call_id_list_by_dir(wav_dir)
|
| 763 |
+
if call_id in finished_call_id:
|
| 764 |
+
return True
|
| 765 |
+
else:
|
| 766 |
+
return False
|
| 767 |
+
|
| 768 |
+
|
| 769 |
+
def main():
|
| 770 |
+
args = get_args()
|
| 771 |
+
|
| 772 |
+
max_wave_value = 32768.0
|
| 773 |
+
|
| 774 |
+
tagger = Tagger(
|
| 775 |
+
model_file=args.model_file,
|
| 776 |
+
win_size=args.win_size,
|
| 777 |
+
win_step=args.win_step,
|
| 778 |
+
)
|
| 779 |
+
|
| 780 |
+
# dir
|
| 781 |
+
noise_dir = Path(args.noise_dir)
|
| 782 |
+
speech_dir = Path(args.speech_dir)
|
| 783 |
+
|
| 784 |
+
# finished
|
| 785 |
+
finished_call_id = set()
|
| 786 |
+
|
| 787 |
+
# callbot
|
| 788 |
+
task_manager = CallbotTaskManager()
|
| 789 |
+
|
| 790 |
+
call_info_list = task_manager.get_transfer_call_info_list_by_date_generator(min_date="2025-05-16")
|
| 791 |
+
|
| 792 |
+
noise_count = 0
|
| 793 |
+
speech_count = 0
|
| 794 |
+
process_bar = tqdm(desc=f"Transferred")
|
| 795 |
+
for call_info in call_info_list:
|
| 796 |
+
process_bar.update(n=1)
|
| 797 |
+
process_bar.set_postfix({
|
| 798 |
+
"noise_count": noise_count,
|
| 799 |
+
"speech_count": speech_count,
|
| 800 |
+
})
|
| 801 |
+
|
| 802 |
+
task_id = call_info["taskId"]
|
| 803 |
+
call_id = call_info["callId"]
|
| 804 |
+
scene_id = call_info["sceneId"]
|
| 805 |
+
call_audio_url: str = call_info["callAudioUrl"]
|
| 806 |
+
create_ts = call_info["createTs"]
|
| 807 |
+
last_update_ts = call_info["lastUpdateTs"]
|
| 808 |
+
|
| 809 |
+
intent_id = call_info["intentId"]
|
| 810 |
+
intent_desc = call_info["intentDesc"]
|
| 811 |
+
task_name = call_info["taskName"]
|
| 812 |
+
|
| 813 |
+
# if call_audio_url.endswith(".mp3"):
|
| 814 |
+
# print(f"skip mp3 url: {call_audio_url}")
|
| 815 |
+
# continue
|
| 816 |
+
|
| 817 |
+
create_ts_ = datetime.fromtimestamp(create_ts)
|
| 818 |
+
create_ts_str = create_ts_.strftime("%Y-%m-%d")
|
| 819 |
+
|
| 820 |
+
if task_name.__contains__("_PH_"):
|
| 821 |
+
language = "en-PH"
|
| 822 |
+
elif task_name.__contains__("_SG_"):
|
| 823 |
+
language = "en-SG"
|
| 824 |
+
else:
|
| 825 |
+
raise AssertionError(f"no language in task name: {task_name}")
|
| 826 |
+
|
| 827 |
+
language_noise_dir = noise_dir / language / create_ts_str
|
| 828 |
+
language_noise_dir.mkdir(parents=True, exist_ok=True)
|
| 829 |
+
language_speech_dir = speech_dir / language / create_ts_str
|
| 830 |
+
language_speech_dir.mkdir(parents=True, exist_ok=True)
|
| 831 |
+
|
| 832 |
+
if check_call_id(language_noise_dir, call_id):
|
| 833 |
+
main_logger.info(f"skip finished call_id: {call_id}")
|
| 834 |
+
continue
|
| 835 |
+
if check_call_id(language_speech_dir, call_id):
|
| 836 |
+
main_logger.info(f"skip finished call_id: {call_id}")
|
| 837 |
+
continue
|
| 838 |
+
if call_id in finished_call_id:
|
| 839 |
+
main_logger.info(f"skip finished call_id (finished_call_id): {call_id}")
|
| 840 |
+
continue
|
| 841 |
+
finished_call_id.add(call_id)
|
| 842 |
+
|
| 843 |
+
for idx in range(3):
|
| 844 |
+
try:
|
| 845 |
+
response = requests.get(call_audio_url)
|
| 846 |
+
response.raise_for_status()
|
| 847 |
+
audio_bytes = BytesIO(response.content)
|
| 848 |
+
|
| 849 |
+
if call_audio_url.endswith(".wav"):
|
| 850 |
+
sample_rate, signal = wavfile.read(audio_bytes)
|
| 851 |
+
elif call_audio_url.endswith(".mp3"):
|
| 852 |
+
waveform, sample_rate = torchaudio.load(audio_bytes, format="mp3")
|
| 853 |
+
signal = waveform.numpy().T
|
| 854 |
+
signal = np.array(signal * max_wave_value, dtype=np.int16)
|
| 855 |
+
else:
|
| 856 |
+
raise AssertionError
|
| 857 |
+
|
| 858 |
+
if signal.ndim != 2:
|
| 859 |
+
raise AssertionError
|
| 860 |
+
if signal.shape[1] != 2:
|
| 861 |
+
raise AssertionError
|
| 862 |
+
break
|
| 863 |
+
except Exception as e:
|
| 864 |
+
main_logger.info(f"audio url download error, idx: {idx}, error type: {type(e)}, error text: {str(e)}\n{call_audio_url}")
|
| 865 |
+
continue
|
| 866 |
+
else:
|
| 867 |
+
continue
|
| 868 |
+
|
| 869 |
+
if sample_rate != 8000:
|
| 870 |
+
raise AssertionError
|
| 871 |
+
|
| 872 |
+
signal_user = signal[:, 0]
|
| 873 |
+
signal_cc = signal[:, 1]
|
| 874 |
+
|
| 875 |
+
# user
|
| 876 |
+
if len(signal_user) < 0.3 * sample_rate:
|
| 877 |
+
continue
|
| 878 |
+
|
| 879 |
+
signal_ = signal_user / max_wave_value
|
| 880 |
+
labels = tagger.tag(signal_)
|
| 881 |
+
|
| 882 |
+
# user noise
|
| 883 |
+
user_noise_labels = correct_labels_noise(labels, target_label="noise")
|
| 884 |
+
if "noise" in user_noise_labels:
|
| 885 |
+
sub_signal_list = split_signal_by_labels_noise(signal_user, user_noise_labels)
|
| 886 |
+
for i, sub_signal_group in enumerate(sub_signal_list):
|
| 887 |
+
to_filename = language_noise_dir / f"active_media_r_{call_id}_{i}.wav"
|
| 888 |
+
if to_filename.exists():
|
| 889 |
+
raise AssertionError(f"file already exist, to_filename: {to_filename.as_posix()}")
|
| 890 |
+
sub_signal = sub_signal_group["sub_signal"]
|
| 891 |
+
sub_signal = np.array(sub_signal, dtype=np.int16)
|
| 892 |
+
if len(sub_signal) < sample_rate * args.min_duration:
|
| 893 |
+
continue
|
| 894 |
+
|
| 895 |
+
wavfile.write(
|
| 896 |
+
filename=to_filename,
|
| 897 |
+
rate=sample_rate,
|
| 898 |
+
data=sub_signal
|
| 899 |
+
)
|
| 900 |
+
noise_count += 1
|
| 901 |
+
|
| 902 |
+
# user speech
|
| 903 |
+
user_speech_labels = correct_labels_voice(labels, target_label="voice")
|
| 904 |
+
if "voice" in user_speech_labels:
|
| 905 |
+
sub_signal_list = split_signal_by_labels_voice(signal_user, user_speech_labels)
|
| 906 |
+
for i, sub_signal_group in enumerate(sub_signal_list):
|
| 907 |
+
to_filename = language_speech_dir / f"active_media_r_{call_id}_{i}.wav"
|
| 908 |
+
if to_filename.exists():
|
| 909 |
+
raise AssertionError(f"file already exist, to_filename: {to_filename.as_posix()}")
|
| 910 |
+
sub_signal = sub_signal_group["sub_signal"]
|
| 911 |
+
sub_signal = np.array(sub_signal, dtype=np.int16)
|
| 912 |
+
if len(sub_signal) < sample_rate * args.min_duration * 2:
|
| 913 |
+
continue
|
| 914 |
+
|
| 915 |
+
wavfile.write(
|
| 916 |
+
filename=to_filename,
|
| 917 |
+
rate=sample_rate,
|
| 918 |
+
data=sub_signal
|
| 919 |
+
)
|
| 920 |
+
speech_count += 1
|
| 921 |
+
|
| 922 |
+
# cc
|
| 923 |
+
if len(signal_cc) < 0.3 * sample_rate:
|
| 924 |
+
continue
|
| 925 |
+
|
| 926 |
+
signal_ = signal_cc / max_wave_value
|
| 927 |
+
labels = tagger.tag(signal_)
|
| 928 |
+
|
| 929 |
+
# cc noise
|
| 930 |
+
cc_noise_labels = correct_labels_voice(labels, target_label="noise")
|
| 931 |
+
if "noise" in cc_noise_labels:
|
| 932 |
+
sub_signal_list = split_signal_by_labels_noise(signal_cc, cc_noise_labels)
|
| 933 |
+
for i, sub_signal_group in enumerate(sub_signal_list):
|
| 934 |
+
to_filename = language_noise_dir / f"active_media_w_{call_id}_{i}.wav"
|
| 935 |
+
if to_filename.exists():
|
| 936 |
+
raise AssertionError(f"file already exist, to_filename: {to_filename.as_posix()}")
|
| 937 |
+
sub_signal = sub_signal_group["sub_signal"]
|
| 938 |
+
sub_signal = np.array(sub_signal, dtype=np.int16)
|
| 939 |
+
if len(sub_signal) < sample_rate * args.min_duration:
|
| 940 |
+
continue
|
| 941 |
+
|
| 942 |
+
wavfile.write(
|
| 943 |
+
filename=to_filename,
|
| 944 |
+
rate=sample_rate,
|
| 945 |
+
data=sub_signal
|
| 946 |
+
)
|
| 947 |
+
noise_count += 1
|
| 948 |
+
|
| 949 |
+
# cc speech
|
| 950 |
+
cc_speech_labels = correct_labels_voice(labels, target_label="voice")
|
| 951 |
+
if "voice" in cc_speech_labels:
|
| 952 |
+
sub_signal_list = split_signal_by_labels_voice(signal_cc, cc_speech_labels)
|
| 953 |
+
for i, sub_signal_group in enumerate(sub_signal_list):
|
| 954 |
+
to_filename = language_speech_dir / f"active_media_w_{call_id}_{i}.wav"
|
| 955 |
+
if to_filename.exists():
|
| 956 |
+
raise AssertionError(f"file already exist, to_filename: {to_filename.as_posix()}")
|
| 957 |
+
sub_signal = sub_signal_group["sub_signal"]
|
| 958 |
+
sub_signal = np.array(sub_signal, dtype=np.int16)
|
| 959 |
+
if len(sub_signal) < sample_rate * args.min_duration * 2:
|
| 960 |
+
continue
|
| 961 |
+
|
| 962 |
+
wavfile.write(
|
| 963 |
+
filename=to_filename,
|
| 964 |
+
rate=sample_rate,
|
| 965 |
+
data=sub_signal
|
| 966 |
+
)
|
| 967 |
+
speech_count += 1
|
| 968 |
+
|
| 969 |
+
# exit(0)
|
| 970 |
+
return
|
| 971 |
+
|
| 972 |
+
|
| 973 |
+
if __name__ == "__main__":
|
| 974 |
+
main()
|
examples/nx_speech_denoise/nx_speech_denoise_by_c.py
CHANGED
|
@@ -2,8 +2,12 @@
|
|
| 2 |
# -*- coding: utf-8 -*-
|
| 3 |
"""
|
| 4 |
python3 nx_speech_denoise_by_c.py \
|
| 5 |
-
--src_dir /data/tianxing/HuggingDatasets/nx_noise/data/speech/nx-speech/
|
| 6 |
-
--tgt_dir /data/tianxing/HuggingDatasets/nx_noise/data/nx-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
|
| 8 |
|
| 9 |
"""
|
|
|
|
| 2 |
# -*- coding: utf-8 -*-
|
| 3 |
"""
|
| 4 |
python3 nx_speech_denoise_by_c.py \
|
| 5 |
+
--src_dir /data/tianxing/HuggingDatasets/nx_noise/data/speech/nx-speech/pt-BR \
|
| 6 |
+
--tgt_dir /data/tianxing/HuggingDatasets/nx_noise/data/speech/nx-speech2/pt-BR
|
| 7 |
+
|
| 8 |
+
python3 nx_speech_denoise_by_c.py \
|
| 9 |
+
--src_dir /data/tianxing/HuggingDatasets/nx_noise/data/speech/nx-speech/ms-MY \
|
| 10 |
+
--tgt_dir /data/tianxing/HuggingDatasets/nx_noise/data/speech/nx-speech2/ms-MY
|
| 11 |
|
| 12 |
|
| 13 |
"""
|
log.py
ADDED
|
@@ -0,0 +1,220 @@
|
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|
|
|
|
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|
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|
|
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|
|
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|
|
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|
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|
|
|
|
|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
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|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/python3
|
| 2 |
+
# -*- coding: utf-8 -*-
|
| 3 |
+
from datetime import datetime
|
| 4 |
+
import logging
|
| 5 |
+
from logging.handlers import RotatingFileHandler, TimedRotatingFileHandler
|
| 6 |
+
import os
|
| 7 |
+
from zoneinfo import ZoneInfo # Python 3.9+ 自带,无需安装
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
def get_converter(tz_info: str = "Asia/Shanghai"):
|
| 11 |
+
def converter(timestamp):
|
| 12 |
+
dt = datetime.fromtimestamp(timestamp, ZoneInfo(tz_info))
|
| 13 |
+
result = dt.timetuple()
|
| 14 |
+
return result
|
| 15 |
+
return converter
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
def setup_size_rotating(log_directory: str, tz_info: str = "Asia/Shanghai"):
|
| 19 |
+
fmt = "%(asctime)s - %(name)s - %(levelname)s %(filename)s:%(lineno)d > %(message)s"
|
| 20 |
+
|
| 21 |
+
formatter = logging.Formatter(
|
| 22 |
+
fmt=fmt,
|
| 23 |
+
datefmt="%Y-%m-%d %H:%M:%S %z"
|
| 24 |
+
)
|
| 25 |
+
formatter.converter = get_converter(tz_info)
|
| 26 |
+
|
| 27 |
+
stream_handler = logging.StreamHandler()
|
| 28 |
+
stream_handler.setLevel(logging.INFO)
|
| 29 |
+
stream_handler.setFormatter(formatter)
|
| 30 |
+
|
| 31 |
+
# main
|
| 32 |
+
main_logger = logging.getLogger("main")
|
| 33 |
+
main_logger.addHandler(stream_handler)
|
| 34 |
+
main_info_file_handler = RotatingFileHandler(
|
| 35 |
+
filename=os.path.join(log_directory, "main.log"),
|
| 36 |
+
maxBytes=100*1024*1024, # 100MB
|
| 37 |
+
encoding="utf-8",
|
| 38 |
+
backupCount=2,
|
| 39 |
+
)
|
| 40 |
+
main_info_file_handler.setLevel(logging.INFO)
|
| 41 |
+
main_info_file_handler.setFormatter(logging.Formatter(fmt))
|
| 42 |
+
main_logger.addHandler(main_info_file_handler)
|
| 43 |
+
|
| 44 |
+
# http
|
| 45 |
+
http_logger = logging.getLogger("http")
|
| 46 |
+
http_file_handler = RotatingFileHandler(
|
| 47 |
+
filename=os.path.join(log_directory, "http.log"),
|
| 48 |
+
maxBytes=100*1024*1024, # 100MB
|
| 49 |
+
encoding="utf-8",
|
| 50 |
+
backupCount=2,
|
| 51 |
+
)
|
| 52 |
+
http_file_handler.setLevel(logging.DEBUG)
|
| 53 |
+
http_file_handler.setFormatter(logging.Formatter(fmt))
|
| 54 |
+
http_logger.addHandler(http_file_handler)
|
| 55 |
+
|
| 56 |
+
# api
|
| 57 |
+
api_logger = logging.getLogger("api")
|
| 58 |
+
api_file_handler = RotatingFileHandler(
|
| 59 |
+
filename=os.path.join(log_directory, "api.log"),
|
| 60 |
+
maxBytes=10*1024*1024, # 10MB
|
| 61 |
+
encoding="utf-8",
|
| 62 |
+
backupCount=2,
|
| 63 |
+
)
|
| 64 |
+
api_file_handler.setLevel(logging.DEBUG)
|
| 65 |
+
api_file_handler.setFormatter(logging.Formatter(fmt))
|
| 66 |
+
api_logger.addHandler(api_file_handler)
|
| 67 |
+
|
| 68 |
+
# alarm
|
| 69 |
+
alarm_logger = logging.getLogger("alarm")
|
| 70 |
+
alarm_file_handler = RotatingFileHandler(
|
| 71 |
+
filename=os.path.join(log_directory, "alarm.log"),
|
| 72 |
+
maxBytes=1*1024*1024, # 1MB
|
| 73 |
+
encoding="utf-8",
|
| 74 |
+
backupCount=2,
|
| 75 |
+
)
|
| 76 |
+
alarm_file_handler.setLevel(logging.DEBUG)
|
| 77 |
+
alarm_file_handler.setFormatter(logging.Formatter(fmt))
|
| 78 |
+
alarm_logger.addHandler(alarm_file_handler)
|
| 79 |
+
|
| 80 |
+
debug_file_handler = RotatingFileHandler(
|
| 81 |
+
filename=os.path.join(log_directory, "debug.log"),
|
| 82 |
+
maxBytes=1*1024*1024, # 1MB
|
| 83 |
+
encoding="utf-8",
|
| 84 |
+
backupCount=2,
|
| 85 |
+
)
|
| 86 |
+
debug_file_handler.setLevel(logging.DEBUG)
|
| 87 |
+
debug_file_handler.setFormatter(logging.Formatter(fmt))
|
| 88 |
+
|
| 89 |
+
info_file_handler = RotatingFileHandler(
|
| 90 |
+
filename=os.path.join(log_directory, "info.log"),
|
| 91 |
+
maxBytes=1*1024*1024, # 1MB
|
| 92 |
+
encoding="utf-8",
|
| 93 |
+
backupCount=2,
|
| 94 |
+
)
|
| 95 |
+
info_file_handler.setLevel(logging.INFO)
|
| 96 |
+
info_file_handler.setFormatter(logging.Formatter(fmt))
|
| 97 |
+
|
| 98 |
+
error_file_handler = RotatingFileHandler(
|
| 99 |
+
filename=os.path.join(log_directory, "error.log"),
|
| 100 |
+
maxBytes=1*1024*1024, # 1MB
|
| 101 |
+
encoding="utf-8",
|
| 102 |
+
backupCount=2,
|
| 103 |
+
)
|
| 104 |
+
error_file_handler.setLevel(logging.ERROR)
|
| 105 |
+
error_file_handler.setFormatter(logging.Formatter(fmt))
|
| 106 |
+
|
| 107 |
+
logging.basicConfig(
|
| 108 |
+
level=logging.DEBUG,
|
| 109 |
+
datefmt="%a, %d %b %Y %H:%M:%S",
|
| 110 |
+
handlers=[
|
| 111 |
+
debug_file_handler,
|
| 112 |
+
info_file_handler,
|
| 113 |
+
error_file_handler,
|
| 114 |
+
]
|
| 115 |
+
)
|
| 116 |
+
|
| 117 |
+
|
| 118 |
+
def setup_time_rotating(log_directory: str):
|
| 119 |
+
fmt = "%(asctime)s - %(name)s - %(levelname)s %(filename)s:%(lineno)d > %(message)s"
|
| 120 |
+
|
| 121 |
+
stream_handler = logging.StreamHandler()
|
| 122 |
+
stream_handler.setLevel(logging.INFO)
|
| 123 |
+
stream_handler.setFormatter(logging.Formatter(fmt))
|
| 124 |
+
|
| 125 |
+
# main
|
| 126 |
+
main_logger = logging.getLogger("main")
|
| 127 |
+
main_logger.addHandler(stream_handler)
|
| 128 |
+
main_info_file_handler = TimedRotatingFileHandler(
|
| 129 |
+
filename=os.path.join(log_directory, "main.log"),
|
| 130 |
+
encoding="utf-8",
|
| 131 |
+
when="midnight",
|
| 132 |
+
interval=1,
|
| 133 |
+
backupCount=7
|
| 134 |
+
)
|
| 135 |
+
main_info_file_handler.setLevel(logging.INFO)
|
| 136 |
+
main_info_file_handler.setFormatter(logging.Formatter(fmt))
|
| 137 |
+
main_logger.addHandler(main_info_file_handler)
|
| 138 |
+
|
| 139 |
+
# http
|
| 140 |
+
http_logger = logging.getLogger("http")
|
| 141 |
+
http_file_handler = TimedRotatingFileHandler(
|
| 142 |
+
filename=os.path.join(log_directory, "http.log"),
|
| 143 |
+
encoding='utf-8',
|
| 144 |
+
when="midnight",
|
| 145 |
+
interval=1,
|
| 146 |
+
backupCount=7
|
| 147 |
+
)
|
| 148 |
+
http_file_handler.setLevel(logging.DEBUG)
|
| 149 |
+
http_file_handler.setFormatter(logging.Formatter(fmt))
|
| 150 |
+
http_logger.addHandler(http_file_handler)
|
| 151 |
+
|
| 152 |
+
# api
|
| 153 |
+
api_logger = logging.getLogger("api")
|
| 154 |
+
api_file_handler = TimedRotatingFileHandler(
|
| 155 |
+
filename=os.path.join(log_directory, "api.log"),
|
| 156 |
+
encoding='utf-8',
|
| 157 |
+
when="midnight",
|
| 158 |
+
interval=1,
|
| 159 |
+
backupCount=7
|
| 160 |
+
)
|
| 161 |
+
api_file_handler.setLevel(logging.DEBUG)
|
| 162 |
+
api_file_handler.setFormatter(logging.Formatter(fmt))
|
| 163 |
+
api_logger.addHandler(api_file_handler)
|
| 164 |
+
|
| 165 |
+
# alarm
|
| 166 |
+
alarm_logger = logging.getLogger("alarm")
|
| 167 |
+
alarm_file_handler = TimedRotatingFileHandler(
|
| 168 |
+
filename=os.path.join(log_directory, "alarm.log"),
|
| 169 |
+
encoding="utf-8",
|
| 170 |
+
when="midnight",
|
| 171 |
+
interval=1,
|
| 172 |
+
backupCount=7
|
| 173 |
+
)
|
| 174 |
+
alarm_file_handler.setLevel(logging.DEBUG)
|
| 175 |
+
alarm_file_handler.setFormatter(logging.Formatter(fmt))
|
| 176 |
+
alarm_logger.addHandler(alarm_file_handler)
|
| 177 |
+
|
| 178 |
+
debug_file_handler = TimedRotatingFileHandler(
|
| 179 |
+
filename=os.path.join(log_directory, "debug.log"),
|
| 180 |
+
encoding="utf-8",
|
| 181 |
+
when="D",
|
| 182 |
+
interval=1,
|
| 183 |
+
backupCount=7
|
| 184 |
+
)
|
| 185 |
+
debug_file_handler.setLevel(logging.DEBUG)
|
| 186 |
+
debug_file_handler.setFormatter(logging.Formatter(fmt))
|
| 187 |
+
|
| 188 |
+
info_file_handler = TimedRotatingFileHandler(
|
| 189 |
+
filename=os.path.join(log_directory, "info.log"),
|
| 190 |
+
encoding="utf-8",
|
| 191 |
+
when="D",
|
| 192 |
+
interval=1,
|
| 193 |
+
backupCount=7
|
| 194 |
+
)
|
| 195 |
+
info_file_handler.setLevel(logging.INFO)
|
| 196 |
+
info_file_handler.setFormatter(logging.Formatter(fmt))
|
| 197 |
+
|
| 198 |
+
error_file_handler = TimedRotatingFileHandler(
|
| 199 |
+
filename=os.path.join(log_directory, "error.log"),
|
| 200 |
+
encoding="utf-8",
|
| 201 |
+
when="D",
|
| 202 |
+
interval=1,
|
| 203 |
+
backupCount=7
|
| 204 |
+
)
|
| 205 |
+
error_file_handler.setLevel(logging.ERROR)
|
| 206 |
+
error_file_handler.setFormatter(logging.Formatter(fmt))
|
| 207 |
+
|
| 208 |
+
logging.basicConfig(
|
| 209 |
+
level=logging.DEBUG,
|
| 210 |
+
datefmt="%a, %d %b %Y %H:%M:%S",
|
| 211 |
+
handlers=[
|
| 212 |
+
debug_file_handler,
|
| 213 |
+
info_file_handler,
|
| 214 |
+
error_file_handler,
|
| 215 |
+
]
|
| 216 |
+
)
|
| 217 |
+
|
| 218 |
+
|
| 219 |
+
if __name__ == "__main__":
|
| 220 |
+
pass
|
main.py
CHANGED
|
@@ -13,7 +13,7 @@ def get_args():
|
|
| 13 |
# default="E:/Users/tianx/HuggingDatasets/nx_noise/nx_noise.py",
|
| 14 |
type=str
|
| 15 |
)
|
| 16 |
-
parser.add_argument("--dataset_name", default="en-
|
| 17 |
parser.add_argument(
|
| 18 |
"--dataset_cache_dir",
|
| 19 |
default=(project_path / "hub_datasets").as_posix(),
|
|
@@ -30,10 +30,9 @@ def main():
|
|
| 30 |
path=args.dataset_path,
|
| 31 |
name=args.dataset_name,
|
| 32 |
cache_dir=args.dataset_cache_dir,
|
| 33 |
-
|
| 34 |
trust_remote_code=True,
|
| 35 |
)
|
| 36 |
-
# print(dataset.builder_configs)
|
| 37 |
for sample in dataset["train"]:
|
| 38 |
print(sample)
|
| 39 |
print("-" * 150)
|
|
|
|
| 13 |
# default="E:/Users/tianx/HuggingDatasets/nx_noise/nx_noise.py",
|
| 14 |
type=str
|
| 15 |
)
|
| 16 |
+
parser.add_argument("--dataset_name", default="en-PH_2025-01-14.zip", type=str)
|
| 17 |
parser.add_argument(
|
| 18 |
"--dataset_cache_dir",
|
| 19 |
default=(project_path / "hub_datasets").as_posix(),
|
|
|
|
| 30 |
path=args.dataset_path,
|
| 31 |
name=args.dataset_name,
|
| 32 |
cache_dir=args.dataset_cache_dir,
|
| 33 |
+
streaming=True,
|
| 34 |
trust_remote_code=True,
|
| 35 |
)
|
|
|
|
| 36 |
for sample in dataset["train"]:
|
| 37 |
print(sample)
|
| 38 |
print("-" * 150)
|
nx_noise.py
CHANGED
|
@@ -7,10 +7,350 @@ import librosa
|
|
| 7 |
|
| 8 |
|
| 9 |
_DATA_URL_MAP = {
|
| 10 |
-
"en-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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| 11 |
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| 12 |
}
|
| 13 |
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| 14 |
_CITATION = """\
|
| 15 |
@dataset{nx_noise,
|
| 16 |
author = {Xing Tian},
|
|
@@ -30,7 +370,348 @@ class NXNoise(datasets.GeneratorBasedBuilder):
|
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| 30 |
VERSION = datasets.Version("1.0.0")
|
| 31 |
|
| 32 |
BUILDER_CONFIGS = [
|
| 33 |
-
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|
| 34 |
]
|
| 35 |
|
| 36 |
def _info(self):
|
|
|
|
| 7 |
|
| 8 |
|
| 9 |
_DATA_URL_MAP = {
|
| 10 |
+
"en-PH_2025-01-14.zip": "data/noise/en-PH/2025-01-14.zip",
|
| 11 |
+
"en-PH_2025-01-15.zip": "data/noise/en-PH/2025-01-15.zip",
|
| 12 |
+
"en-PH_2025-01-16.zip": "data/noise/en-PH/2025-01-16.zip",
|
| 13 |
+
"en-PH_2025-01-17.zip": "data/noise/en-PH/2025-01-17.zip",
|
| 14 |
+
"en-PH_2025-01-20.zip": "data/noise/en-PH/2025-01-20.zip",
|
| 15 |
+
"en-PH_2025-01-22.zip": "data/noise/en-PH/2025-01-22.zip",
|
| 16 |
+
"en-PH_2025-01-23.zip": "data/noise/en-PH/2025-01-23.zip",
|
| 17 |
+
"en-PH_2025-01-24.zip": "data/noise/en-PH/2025-01-24.zip",
|
| 18 |
+
"en-PH_2025-02-05.zip": "data/noise/en-PH/2025-02-05.zip",
|
| 19 |
+
"en-PH_2025-02-07.zip": "data/noise/en-PH/2025-02-07.zip",
|
| 20 |
+
"en-PH_2025-02-08.zip": "data/noise/en-PH/2025-02-08.zip",
|
| 21 |
+
"en-PH_2025-02-10.zip": "data/noise/en-PH/2025-02-10.zip",
|
| 22 |
+
"en-PH_2025-02-11.zip": "data/noise/en-PH/2025-02-11.zip",
|
| 23 |
+
"en-PH_2025-02-12.zip": "data/noise/en-PH/2025-02-12.zip",
|
| 24 |
+
"en-PH_2025-02-13.zip": "data/noise/en-PH/2025-02-13.zip",
|
| 25 |
+
"en-PH_2025-02-14.zip": "data/noise/en-PH/2025-02-14.zip",
|
| 26 |
+
"en-PH_2025-02-17.zip": "data/noise/en-PH/2025-02-17.zip",
|
| 27 |
+
"en-PH_2025-02-18.zip": "data/noise/en-PH/2025-02-18.zip",
|
| 28 |
+
"en-PH_2025-02-19.zip": "data/noise/en-PH/2025-02-19.zip",
|
| 29 |
+
"en-PH_2025-02-20.zip": "data/noise/en-PH/2025-02-20.zip",
|
| 30 |
+
"en-PH_2025-02-24.zip": "data/noise/en-PH/2025-02-24.zip",
|
| 31 |
+
"en-PH_2025-02-25.zip": "data/noise/en-PH/2025-02-25.zip",
|
| 32 |
+
"en-PH_2025-02-27.zip": "data/noise/en-PH/2025-02-27.zip",
|
| 33 |
+
"en-PH_2025-03-03.zip": "data/noise/en-PH/2025-03-03.zip",
|
| 34 |
+
"en-PH_2025-03-05.zip": "data/noise/en-PH/2025-03-05.zip",
|
| 35 |
+
"en-PH_2025-03-06.zip": "data/noise/en-PH/2025-03-06.zip",
|
| 36 |
+
"en-PH_2025-03-07.zip": "data/noise/en-PH/2025-03-07.zip",
|
| 37 |
+
"en-PH_2025-03-10.zip": "data/noise/en-PH/2025-03-10.zip",
|
| 38 |
+
"en-PH_2025-03-11.zip": "data/noise/en-PH/2025-03-11.zip",
|
| 39 |
+
"en-PH_2025-03-12.zip": "data/noise/en-PH/2025-03-12.zip",
|
| 40 |
+
"en-PH_2025-03-13.zip": "data/noise/en-PH/2025-03-13.zip",
|
| 41 |
+
"en-PH_2025-03-14.zip": "data/noise/en-PH/2025-03-14.zip",
|
| 42 |
+
"en-PH_2025-03-17.zip": "data/noise/en-PH/2025-03-17.zip",
|
| 43 |
+
"en-PH_2025-03-18.zip": "data/noise/en-PH/2025-03-18.zip",
|
| 44 |
+
"en-PH_2025-03-19.zip": "data/noise/en-PH/2025-03-19.zip",
|
| 45 |
+
"en-PH_2025-03-21.zip": "data/noise/en-PH/2025-03-21.zip",
|
| 46 |
+
"en-PH_2025-03-24.zip": "data/noise/en-PH/2025-03-24.zip",
|
| 47 |
+
"en-PH_2025-03-25.zip": "data/noise/en-PH/2025-03-25.zip",
|
| 48 |
+
"en-PH_2025-03-27.zip": "data/noise/en-PH/2025-03-27.zip",
|
| 49 |
+
"en-PH_2025-03-28.zip": "data/noise/en-PH/2025-03-28.zip",
|
| 50 |
+
"en-PH_2025-04-01.zip": "data/noise/en-PH/2025-04-01.zip",
|
| 51 |
+
"en-PH_2025-04-07.zip": "data/noise/en-PH/2025-04-07.zip",
|
| 52 |
+
"en-PH_2025-04-09.zip": "data/noise/en-PH/2025-04-09.zip",
|
| 53 |
+
"en-PH_2025-04-10.zip": "data/noise/en-PH/2025-04-10.zip",
|
| 54 |
+
"en-PH_2025-04-11.zip": "data/noise/en-PH/2025-04-11.zip",
|
| 55 |
+
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| 237 |
+
"ms-MY_2025-04-02.zip": "data/noise/ms-MY/2025-04-02.zip",
|
| 238 |
+
"ms-MY_2025-04-03.zip": "data/noise/ms-MY/2025-04-03.zip",
|
| 239 |
+
"ms-MY_2025-04-07.zip": "data/noise/ms-MY/2025-04-07.zip",
|
| 240 |
+
"ms-MY_2025-04-08.zip": "data/noise/ms-MY/2025-04-08.zip",
|
| 241 |
+
"ms-MY_2025-04-09.zip": "data/noise/ms-MY/2025-04-09.zip",
|
| 242 |
+
"ms-MY_2025-04-10.zip": "data/noise/ms-MY/2025-04-10.zip",
|
| 243 |
+
"ms-MY_2025-04-11.zip": "data/noise/ms-MY/2025-04-11.zip",
|
| 244 |
+
"ms-MY_2025-04-14.zip": "data/noise/ms-MY/2025-04-14.zip",
|
| 245 |
+
"ms-MY_2025-04-15.zip": "data/noise/ms-MY/2025-04-15.zip",
|
| 246 |
+
"ms-MY_2025-04-16.zip": "data/noise/ms-MY/2025-04-16.zip",
|
| 247 |
+
"ms-MY_2025-04-17.zip": "data/noise/ms-MY/2025-04-17.zip",
|
| 248 |
+
"ms-MY_2025-04-18.zip": "data/noise/ms-MY/2025-04-18.zip",
|
| 249 |
+
"ms-MY_2025-04-21.zip": "data/noise/ms-MY/2025-04-21.zip",
|
| 250 |
+
"ms-MY_2025-04-22.zip": "data/noise/ms-MY/2025-04-22.zip",
|
| 251 |
+
"ms-MY_2025-04-23.zip": "data/noise/ms-MY/2025-04-23.zip",
|
| 252 |
+
"ms-MY_2025-04-24.zip": "data/noise/ms-MY/2025-04-24.zip",
|
| 253 |
+
"ms-MY_2025-04-25.zip": "data/noise/ms-MY/2025-04-25.zip",
|
| 254 |
+
"ms-MY_2025-04-27.zip": "data/noise/ms-MY/2025-04-27.zip",
|
| 255 |
+
"ms-MY_2025-04-28.zip": "data/noise/ms-MY/2025-04-28.zip",
|
| 256 |
+
"ms-MY_2025-04-29.zip": "data/noise/ms-MY/2025-04-29.zip",
|
| 257 |
+
"ms-MY_2025-04-30.zip": "data/noise/ms-MY/2025-04-30.zip",
|
| 258 |
+
"ms-MY_2025-05-06.zip": "data/noise/ms-MY/2025-05-06.zip",
|
| 259 |
+
"ms-MY_2025-05-07.zip": "data/noise/ms-MY/2025-05-07.zip",
|
| 260 |
+
"ms-MY_2025-05-08.zip": "data/noise/ms-MY/2025-05-08.zip",
|
| 261 |
+
"ms-MY_2025-05-09.zip": "data/noise/ms-MY/2025-05-09.zip",
|
| 262 |
+
"ms-MY_2025-05-12.zip": "data/noise/ms-MY/2025-05-12.zip",
|
| 263 |
+
"ms-MY_2025-05-13.zip": "data/noise/ms-MY/2025-05-13.zip",
|
| 264 |
+
"ms-MY_2025-05-14.zip": "data/noise/ms-MY/2025-05-14.zip",
|
| 265 |
+
"ms-MY_2025-05-15.zip": "data/noise/ms-MY/2025-05-15.zip",
|
| 266 |
+
"ms-MY_2025-05-16.zip": "data/noise/ms-MY/2025-05-16.zip",
|
| 267 |
+
"ms-MY_2025-05-19.zip": "data/noise/ms-MY/2025-05-19.zip",
|
| 268 |
+
"ms-MY_2025-05-20.zip": "data/noise/ms-MY/2025-05-20.zip",
|
| 269 |
+
"ms-MY_2025-05-21.zip": "data/noise/ms-MY/2025-05-21.zip",
|
| 270 |
+
"ms-MY_2025-05-22.zip": "data/noise/ms-MY/2025-05-22.zip",
|
| 271 |
+
"ms-MY_2025-05-23.zip": "data/noise/ms-MY/2025-05-23.zip",
|
| 272 |
+
"ms-MY_2025-05-26.zip": "data/noise/ms-MY/2025-05-26.zip",
|
| 273 |
+
"ms-MY_2025-05-27.zip": "data/noise/ms-MY/2025-05-27.zip",
|
| 274 |
+
"ms-MY_2025-05-28.zip": "data/noise/ms-MY/2025-05-28.zip",
|
| 275 |
+
"ms-MY_2025-05-29.zip": "data/noise/ms-MY/2025-05-29.zip",
|
| 276 |
+
"ms-MY_2025-05-30.zip": "data/noise/ms-MY/2025-05-30.zip",
|
| 277 |
+
"ms-MY_2025-06-03.zip": "data/noise/ms-MY/2025-06-03.zip",
|
| 278 |
+
"ms-MY_2025-06-04.zip": "data/noise/ms-MY/2025-06-04.zip",
|
| 279 |
+
"ms-MY_2025-06-05.zip": "data/noise/ms-MY/2025-06-05.zip",
|
| 280 |
+
"ms-MY_2025-06-06.zip": "data/noise/ms-MY/2025-06-06.zip",
|
| 281 |
+
"ms-MY_2025-06-09.zip": "data/noise/ms-MY/2025-06-09.zip",
|
| 282 |
+
"ms-MY_2025-06-10.zip": "data/noise/ms-MY/2025-06-10.zip",
|
| 283 |
+
"ms-MY_2025-06-11.zip": "data/noise/ms-MY/2025-06-11.zip",
|
| 284 |
+
"ms-MY_2025-06-12.zip": "data/noise/ms-MY/2025-06-12.zip",
|
| 285 |
+
"ms-MY_2025-06-13.zip": "data/noise/ms-MY/2025-06-13.zip",
|
| 286 |
+
"pt-BR_2025-01-07.zip": "data/noise/pt-BR/2025-01-07.zip",
|
| 287 |
+
"pt-BR_2025-01-08.zip": "data/noise/pt-BR/2025-01-08.zip",
|
| 288 |
+
"pt-BR_2025-01-10.zip": "data/noise/pt-BR/2025-01-10.zip",
|
| 289 |
+
"pt-BR_2025-01-13.zip": "data/noise/pt-BR/2025-01-13.zip",
|
| 290 |
+
"pt-BR_2025-01-14.zip": "data/noise/pt-BR/2025-01-14.zip",
|
| 291 |
+
"pt-BR_2025-01-15.zip": "data/noise/pt-BR/2025-01-15.zip",
|
| 292 |
+
"pt-BR_2025-01-16.zip": "data/noise/pt-BR/2025-01-16.zip",
|
| 293 |
+
"pt-BR_2025-01-17.zip": "data/noise/pt-BR/2025-01-17.zip",
|
| 294 |
+
"pt-BR_2025-01-20.zip": "data/noise/pt-BR/2025-01-20.zip",
|
| 295 |
+
"pt-BR_2025-01-21.zip": "data/noise/pt-BR/2025-01-21.zip",
|
| 296 |
+
"pt-BR_2025-01-22.zip": "data/noise/pt-BR/2025-01-22.zip",
|
| 297 |
+
"pt-BR_2025-01-23.zip": "data/noise/pt-BR/2025-01-23.zip",
|
| 298 |
+
"pt-BR_2025-01-24.zip": "data/noise/pt-BR/2025-01-24.zip",
|
| 299 |
+
"pt-BR_2025-02-05.zip": "data/noise/pt-BR/2025-02-05.zip",
|
| 300 |
+
"pt-BR_2025-02-06.zip": "data/noise/pt-BR/2025-02-06.zip",
|
| 301 |
+
"pt-BR_2025-02-07.zip": "data/noise/pt-BR/2025-02-07.zip",
|
| 302 |
+
"pt-BR_2025-02-08.zip": "data/noise/pt-BR/2025-02-08.zip",
|
| 303 |
+
"pt-BR_2025-02-11.zip": "data/noise/pt-BR/2025-02-11.zip",
|
| 304 |
+
"pt-BR_2025-02-12.zip": "data/noise/pt-BR/2025-02-12.zip",
|
| 305 |
+
"pt-BR_2025-02-13.zip": "data/noise/pt-BR/2025-02-13.zip",
|
| 306 |
+
"pt-BR_2025-02-14.zip": "data/noise/pt-BR/2025-02-14.zip",
|
| 307 |
+
"pt-BR_2025-02-17.zip": "data/noise/pt-BR/2025-02-17.zip",
|
| 308 |
+
"pt-BR_2025-02-18.zip": "data/noise/pt-BR/2025-02-18.zip",
|
| 309 |
+
"pt-BR_2025-02-19.zip": "data/noise/pt-BR/2025-02-19.zip",
|
| 310 |
+
"pt-BR_2025-02-20.zip": "data/noise/pt-BR/2025-02-20.zip",
|
| 311 |
+
"pt-BR_2025-02-21.zip": "data/noise/pt-BR/2025-02-21.zip",
|
| 312 |
+
"pt-BR_2025-02-24.zip": "data/noise/pt-BR/2025-02-24.zip",
|
| 313 |
+
"pt-BR_2025-02-25.zip": "data/noise/pt-BR/2025-02-25.zip",
|
| 314 |
+
"pt-BR_2025-02-26.zip": "data/noise/pt-BR/2025-02-26.zip",
|
| 315 |
+
"pt-BR_2025-02-27.zip": "data/noise/pt-BR/2025-02-27.zip",
|
| 316 |
+
"pt-BR_2025-02-28.zip": "data/noise/pt-BR/2025-02-28.zip",
|
| 317 |
+
"pt-BR_2025-03-03.zip": "data/noise/pt-BR/2025-03-03.zip",
|
| 318 |
+
"pt-BR_2025-03-06.zip": "data/noise/pt-BR/2025-03-06.zip",
|
| 319 |
+
"pt-BR_2025-03-07.zip": "data/noise/pt-BR/2025-03-07.zip",
|
| 320 |
+
"pt-BR_2025-03-10.zip": "data/noise/pt-BR/2025-03-10.zip",
|
| 321 |
+
"pt-BR_2025-03-11.zip": "data/noise/pt-BR/2025-03-11.zip",
|
| 322 |
+
"pt-BR_2025-03-12.zip": "data/noise/pt-BR/2025-03-12.zip",
|
| 323 |
+
"pt-BR_2025-03-13.zip": "data/noise/pt-BR/2025-03-13.zip",
|
| 324 |
+
"pt-BR_2025-03-14.zip": "data/noise/pt-BR/2025-03-14.zip",
|
| 325 |
+
"pt-BR_2025-03-17.zip": "data/noise/pt-BR/2025-03-17.zip",
|
| 326 |
+
"pt-BR_2025-03-18.zip": "data/noise/pt-BR/2025-03-18.zip",
|
| 327 |
+
"pt-BR_2025-03-19.zip": "data/noise/pt-BR/2025-03-19.zip",
|
| 328 |
+
"pt-BR_2025-03-21.zip": "data/noise/pt-BR/2025-03-21.zip",
|
| 329 |
+
"pt-BR_2025-03-24.zip": "data/noise/pt-BR/2025-03-24.zip",
|
| 330 |
+
"pt-BR_2025-03-25.zip": "data/noise/pt-BR/2025-03-25.zip",
|
| 331 |
+
"pt-BR_2025-03-26.zip": "data/noise/pt-BR/2025-03-26.zip",
|
| 332 |
+
"pt-BR_2025-03-27.zip": "data/noise/pt-BR/2025-03-27.zip",
|
| 333 |
+
"pt-BR_2025-03-28.zip": "data/noise/pt-BR/2025-03-28.zip",
|
| 334 |
+
"pt-BR_2025-03-31.zip": "data/noise/pt-BR/2025-03-31.zip",
|
| 335 |
+
"pt-BR_2025-04-01.zip": "data/noise/pt-BR/2025-04-01.zip",
|
| 336 |
+
"pt-BR_2025-04-02.zip": "data/noise/pt-BR/2025-04-02.zip",
|
| 337 |
+
"pt-BR_2025-04-03.zip": "data/noise/pt-BR/2025-04-03.zip",
|
| 338 |
+
"pt-BR_2025-04-07.zip": "data/noise/pt-BR/2025-04-07.zip",
|
| 339 |
+
"pt-BR_2025-04-08.zip": "data/noise/pt-BR/2025-04-08.zip",
|
| 340 |
+
"pt-BR_2025-04-09.zip": "data/noise/pt-BR/2025-04-09.zip",
|
| 341 |
+
"pt-BR_2025-04-10.zip": "data/noise/pt-BR/2025-04-10.zip",
|
| 342 |
+
"pt-BR_2025-04-11.zip": "data/noise/pt-BR/2025-04-11.zip",
|
| 343 |
+
"pt-BR_2025-04-16.zip": "data/noise/pt-BR/2025-04-16.zip",
|
| 344 |
+
"pt-BR_2025-04-17.zip": "data/noise/pt-BR/2025-04-17.zip",
|
| 345 |
+
"pt-BR_2025-04-18.zip": "data/noise/pt-BR/2025-04-18.zip",
|
| 346 |
+
"pt-BR_2025-04-23.zip": "data/noise/pt-BR/2025-04-23.zip",
|
| 347 |
+
"pt-BR_2025-04-24.zip": "data/noise/pt-BR/2025-04-24.zip",
|
| 348 |
+
"pt-BR_2025-04-25.zip": "data/noise/pt-BR/2025-04-25.zip",
|
| 349 |
+
"pt-BR_2025-04-27.zip": "data/noise/pt-BR/2025-04-27.zip",
|
| 350 |
|
| 351 |
}
|
| 352 |
|
| 353 |
+
|
| 354 |
_CITATION = """\
|
| 355 |
@dataset{nx_noise,
|
| 356 |
author = {Xing Tian},
|
|
|
|
| 370 |
VERSION = datasets.Version("1.0.0")
|
| 371 |
|
| 372 |
BUILDER_CONFIGS = [
|
| 373 |
+
|
| 374 |
+
datasets.BuilderConfig(name="en-PH_2025-01-14.zip", version=VERSION, description=""),
|
| 375 |
+
datasets.BuilderConfig(name="en-PH_2025-01-15.zip", version=VERSION, description=""),
|
| 376 |
+
datasets.BuilderConfig(name="en-PH_2025-01-16.zip", version=VERSION, description=""),
|
| 377 |
+
datasets.BuilderConfig(name="en-PH_2025-01-17.zip", version=VERSION, description=""),
|
| 378 |
+
datasets.BuilderConfig(name="en-PH_2025-01-20.zip", version=VERSION, description=""),
|
| 379 |
+
datasets.BuilderConfig(name="en-PH_2025-01-22.zip", version=VERSION, description=""),
|
| 380 |
+
datasets.BuilderConfig(name="en-PH_2025-01-23.zip", version=VERSION, description=""),
|
| 381 |
+
datasets.BuilderConfig(name="en-PH_2025-01-24.zip", version=VERSION, description=""),
|
| 382 |
+
datasets.BuilderConfig(name="en-PH_2025-02-05.zip", version=VERSION, description=""),
|
| 383 |
+
datasets.BuilderConfig(name="en-PH_2025-02-07.zip", version=VERSION, description=""),
|
| 384 |
+
datasets.BuilderConfig(name="en-PH_2025-02-08.zip", version=VERSION, description=""),
|
| 385 |
+
datasets.BuilderConfig(name="en-PH_2025-02-10.zip", version=VERSION, description=""),
|
| 386 |
+
datasets.BuilderConfig(name="en-PH_2025-02-11.zip", version=VERSION, description=""),
|
| 387 |
+
datasets.BuilderConfig(name="en-PH_2025-02-12.zip", version=VERSION, description=""),
|
| 388 |
+
datasets.BuilderConfig(name="en-PH_2025-02-13.zip", version=VERSION, description=""),
|
| 389 |
+
datasets.BuilderConfig(name="en-PH_2025-02-14.zip", version=VERSION, description=""),
|
| 390 |
+
datasets.BuilderConfig(name="en-PH_2025-02-17.zip", version=VERSION, description=""),
|
| 391 |
+
datasets.BuilderConfig(name="en-PH_2025-02-18.zip", version=VERSION, description=""),
|
| 392 |
+
datasets.BuilderConfig(name="en-PH_2025-02-19.zip", version=VERSION, description=""),
|
| 393 |
+
datasets.BuilderConfig(name="en-PH_2025-02-20.zip", version=VERSION, description=""),
|
| 394 |
+
datasets.BuilderConfig(name="en-PH_2025-02-24.zip", version=VERSION, description=""),
|
| 395 |
+
datasets.BuilderConfig(name="en-PH_2025-02-25.zip", version=VERSION, description=""),
|
| 396 |
+
datasets.BuilderConfig(name="en-PH_2025-02-27.zip", version=VERSION, description=""),
|
| 397 |
+
datasets.BuilderConfig(name="en-PH_2025-03-03.zip", version=VERSION, description=""),
|
| 398 |
+
datasets.BuilderConfig(name="en-PH_2025-03-05.zip", version=VERSION, description=""),
|
| 399 |
+
datasets.BuilderConfig(name="en-PH_2025-03-06.zip", version=VERSION, description=""),
|
| 400 |
+
datasets.BuilderConfig(name="en-PH_2025-03-07.zip", version=VERSION, description=""),
|
| 401 |
+
datasets.BuilderConfig(name="en-PH_2025-03-10.zip", version=VERSION, description=""),
|
| 402 |
+
datasets.BuilderConfig(name="en-PH_2025-03-11.zip", version=VERSION, description=""),
|
| 403 |
+
datasets.BuilderConfig(name="en-PH_2025-03-12.zip", version=VERSION, description=""),
|
| 404 |
+
datasets.BuilderConfig(name="en-PH_2025-03-13.zip", version=VERSION, description=""),
|
| 405 |
+
datasets.BuilderConfig(name="en-PH_2025-03-14.zip", version=VERSION, description=""),
|
| 406 |
+
datasets.BuilderConfig(name="en-PH_2025-03-17.zip", version=VERSION, description=""),
|
| 407 |
+
datasets.BuilderConfig(name="en-PH_2025-03-18.zip", version=VERSION, description=""),
|
| 408 |
+
datasets.BuilderConfig(name="en-PH_2025-03-19.zip", version=VERSION, description=""),
|
| 409 |
+
datasets.BuilderConfig(name="en-PH_2025-03-21.zip", version=VERSION, description=""),
|
| 410 |
+
datasets.BuilderConfig(name="en-PH_2025-03-24.zip", version=VERSION, description=""),
|
| 411 |
+
datasets.BuilderConfig(name="en-PH_2025-03-25.zip", version=VERSION, description=""),
|
| 412 |
+
datasets.BuilderConfig(name="en-PH_2025-03-27.zip", version=VERSION, description=""),
|
| 413 |
+
datasets.BuilderConfig(name="en-PH_2025-03-28.zip", version=VERSION, description=""),
|
| 414 |
+
datasets.BuilderConfig(name="en-PH_2025-04-01.zip", version=VERSION, description=""),
|
| 415 |
+
datasets.BuilderConfig(name="en-PH_2025-04-07.zip", version=VERSION, description=""),
|
| 416 |
+
datasets.BuilderConfig(name="en-PH_2025-04-09.zip", version=VERSION, description=""),
|
| 417 |
+
datasets.BuilderConfig(name="en-PH_2025-04-10.zip", version=VERSION, description=""),
|
| 418 |
+
datasets.BuilderConfig(name="en-PH_2025-04-11.zip", version=VERSION, description=""),
|
| 419 |
+
datasets.BuilderConfig(name="en-PH_2025-04-14.zip", version=VERSION, description=""),
|
| 420 |
+
datasets.BuilderConfig(name="en-PH_2025-04-15.zip", version=VERSION, description=""),
|
| 421 |
+
datasets.BuilderConfig(name="en-PH_2025-04-16.zip", version=VERSION, description=""),
|
| 422 |
+
datasets.BuilderConfig(name="en-PH_2025-04-17.zip", version=VERSION, description=""),
|
| 423 |
+
datasets.BuilderConfig(name="en-PH_2025-04-18.zip", version=VERSION, description=""),
|
| 424 |
+
datasets.BuilderConfig(name="en-PH_2025-04-21.zip", version=VERSION, description=""),
|
| 425 |
+
datasets.BuilderConfig(name="en-PH_2025-04-22.zip", version=VERSION, description=""),
|
| 426 |
+
datasets.BuilderConfig(name="en-PH_2025-04-23.zip", version=VERSION, description=""),
|
| 427 |
+
datasets.BuilderConfig(name="en-PH_2025-04-24.zip", version=VERSION, description=""),
|
| 428 |
+
datasets.BuilderConfig(name="en-PH_2025-04-25.zip", version=VERSION, description=""),
|
| 429 |
+
datasets.BuilderConfig(name="en-PH_2025-04-27.zip", version=VERSION, description=""),
|
| 430 |
+
datasets.BuilderConfig(name="en-PH_2025-04-28.zip", version=VERSION, description=""),
|
| 431 |
+
datasets.BuilderConfig(name="en-PH_2025-04-29.zip", version=VERSION, description=""),
|
| 432 |
+
datasets.BuilderConfig(name="en-PH_2025-04-30.zip", version=VERSION, description=""),
|
| 433 |
+
datasets.BuilderConfig(name="en-PH_2025-05-06.zip", version=VERSION, description=""),
|
| 434 |
+
datasets.BuilderConfig(name="en-PH_2025-05-07.zip", version=VERSION, description=""),
|
| 435 |
+
datasets.BuilderConfig(name="en-PH_2025-05-08.zip", version=VERSION, description=""),
|
| 436 |
+
datasets.BuilderConfig(name="en-PH_2025-05-09.zip", version=VERSION, description=""),
|
| 437 |
+
datasets.BuilderConfig(name="en-PH_2025-05-12.zip", version=VERSION, description=""),
|
| 438 |
+
datasets.BuilderConfig(name="en-PH_2025-05-13.zip", version=VERSION, description=""),
|
| 439 |
+
datasets.BuilderConfig(name="en-PH_2025-05-14.zip", version=VERSION, description=""),
|
| 440 |
+
datasets.BuilderConfig(name="en-PH_2025-05-15.zip", version=VERSION, description=""),
|
| 441 |
+
datasets.BuilderConfig(name="id-ID_2025-01-14.zip", version=VERSION, description=""),
|
| 442 |
+
datasets.BuilderConfig(name="id-ID_2025-01-15.zip", version=VERSION, description=""),
|
| 443 |
+
datasets.BuilderConfig(name="id-ID_2025-01-16.zip", version=VERSION, description=""),
|
| 444 |
+
datasets.BuilderConfig(name="id-ID_2025-01-17.zip", version=VERSION, description=""),
|
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datasets.BuilderConfig(name="ms-MY_2025-06-04.zip", version=VERSION, description=""),
|
| 643 |
+
datasets.BuilderConfig(name="ms-MY_2025-06-05.zip", version=VERSION, description=""),
|
| 644 |
+
datasets.BuilderConfig(name="ms-MY_2025-06-06.zip", version=VERSION, description=""),
|
| 645 |
+
datasets.BuilderConfig(name="ms-MY_2025-06-09.zip", version=VERSION, description=""),
|
| 646 |
+
datasets.BuilderConfig(name="ms-MY_2025-06-10.zip", version=VERSION, description=""),
|
| 647 |
+
datasets.BuilderConfig(name="ms-MY_2025-06-11.zip", version=VERSION, description=""),
|
| 648 |
+
datasets.BuilderConfig(name="ms-MY_2025-06-12.zip", version=VERSION, description=""),
|
| 649 |
+
datasets.BuilderConfig(name="ms-MY_2025-06-13.zip", version=VERSION, description=""),
|
| 650 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-07.zip", version=VERSION, description=""),
|
| 651 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-08.zip", version=VERSION, description=""),
|
| 652 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-10.zip", version=VERSION, description=""),
|
| 653 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-13.zip", version=VERSION, description=""),
|
| 654 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-14.zip", version=VERSION, description=""),
|
| 655 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-15.zip", version=VERSION, description=""),
|
| 656 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-16.zip", version=VERSION, description=""),
|
| 657 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-17.zip", version=VERSION, description=""),
|
| 658 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-20.zip", version=VERSION, description=""),
|
| 659 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-21.zip", version=VERSION, description=""),
|
| 660 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-22.zip", version=VERSION, description=""),
|
| 661 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-23.zip", version=VERSION, description=""),
|
| 662 |
+
datasets.BuilderConfig(name="pt-BR_2025-01-24.zip", version=VERSION, description=""),
|
| 663 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-05.zip", version=VERSION, description=""),
|
| 664 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-06.zip", version=VERSION, description=""),
|
| 665 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-07.zip", version=VERSION, description=""),
|
| 666 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-08.zip", version=VERSION, description=""),
|
| 667 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-11.zip", version=VERSION, description=""),
|
| 668 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-12.zip", version=VERSION, description=""),
|
| 669 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-13.zip", version=VERSION, description=""),
|
| 670 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-14.zip", version=VERSION, description=""),
|
| 671 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-17.zip", version=VERSION, description=""),
|
| 672 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-18.zip", version=VERSION, description=""),
|
| 673 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-19.zip", version=VERSION, description=""),
|
| 674 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-20.zip", version=VERSION, description=""),
|
| 675 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-21.zip", version=VERSION, description=""),
|
| 676 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-24.zip", version=VERSION, description=""),
|
| 677 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-25.zip", version=VERSION, description=""),
|
| 678 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-26.zip", version=VERSION, description=""),
|
| 679 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-27.zip", version=VERSION, description=""),
|
| 680 |
+
datasets.BuilderConfig(name="pt-BR_2025-02-28.zip", version=VERSION, description=""),
|
| 681 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-03.zip", version=VERSION, description=""),
|
| 682 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-06.zip", version=VERSION, description=""),
|
| 683 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-07.zip", version=VERSION, description=""),
|
| 684 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-10.zip", version=VERSION, description=""),
|
| 685 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-11.zip", version=VERSION, description=""),
|
| 686 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-12.zip", version=VERSION, description=""),
|
| 687 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-13.zip", version=VERSION, description=""),
|
| 688 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-14.zip", version=VERSION, description=""),
|
| 689 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-17.zip", version=VERSION, description=""),
|
| 690 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-18.zip", version=VERSION, description=""),
|
| 691 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-19.zip", version=VERSION, description=""),
|
| 692 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-21.zip", version=VERSION, description=""),
|
| 693 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-24.zip", version=VERSION, description=""),
|
| 694 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-25.zip", version=VERSION, description=""),
|
| 695 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-26.zip", version=VERSION, description=""),
|
| 696 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-27.zip", version=VERSION, description=""),
|
| 697 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-28.zip", version=VERSION, description=""),
|
| 698 |
+
datasets.BuilderConfig(name="pt-BR_2025-03-31.zip", version=VERSION, description=""),
|
| 699 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-01.zip", version=VERSION, description=""),
|
| 700 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-02.zip", version=VERSION, description=""),
|
| 701 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-03.zip", version=VERSION, description=""),
|
| 702 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-07.zip", version=VERSION, description=""),
|
| 703 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-08.zip", version=VERSION, description=""),
|
| 704 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-09.zip", version=VERSION, description=""),
|
| 705 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-10.zip", version=VERSION, description=""),
|
| 706 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-11.zip", version=VERSION, description=""),
|
| 707 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-16.zip", version=VERSION, description=""),
|
| 708 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-17.zip", version=VERSION, description=""),
|
| 709 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-18.zip", version=VERSION, description=""),
|
| 710 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-23.zip", version=VERSION, description=""),
|
| 711 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-24.zip", version=VERSION, description=""),
|
| 712 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-25.zip", version=VERSION, description=""),
|
| 713 |
+
datasets.BuilderConfig(name="pt-BR_2025-04-27.zip", version=VERSION, description=""),
|
| 714 |
+
|
| 715 |
]
|
| 716 |
|
| 717 |
def _info(self):
|
project_settings.py
CHANGED
|
@@ -9,14 +9,19 @@ from toolbox.os.environment import EnvironmentManager
|
|
| 9 |
project_path = os.path.abspath(os.path.dirname(__file__))
|
| 10 |
project_path = Path(project_path)
|
| 11 |
|
| 12 |
-
temp_dir = project_path / "temp"
|
| 13 |
-
temp_dir.mkdir(parents=True, exist_ok=True)
|
| 14 |
-
|
| 15 |
environment = EnvironmentManager(
|
| 16 |
path=os.path.join(project_path, "dotenv"),
|
| 17 |
env=os.environ.get("environment", "dev"),
|
| 18 |
)
|
| 19 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 20 |
|
| 21 |
if __name__ == "__main__":
|
| 22 |
pass
|
|
|
|
| 9 |
project_path = os.path.abspath(os.path.dirname(__file__))
|
| 10 |
project_path = Path(project_path)
|
| 11 |
|
|
|
|
|
|
|
|
|
|
| 12 |
environment = EnvironmentManager(
|
| 13 |
path=os.path.join(project_path, "dotenv"),
|
| 14 |
env=os.environ.get("environment", "dev"),
|
| 15 |
)
|
| 16 |
|
| 17 |
+
temp_dir = project_path / "temp"
|
| 18 |
+
temp_dir.mkdir(parents=True, exist_ok=True)
|
| 19 |
+
|
| 20 |
+
time_zone_info = "Asia/Shanghai"
|
| 21 |
+
|
| 22 |
+
log_directory = project_path / "logs"
|
| 23 |
+
log_directory.mkdir(parents=True, exist_ok=True)
|
| 24 |
+
|
| 25 |
|
| 26 |
if __name__ == "__main__":
|
| 27 |
pass
|
requirements.txt
CHANGED
|
@@ -1,11 +1,13 @@
|
|
| 1 |
librosa==0.10.2.post1
|
| 2 |
datasets==3.2.0
|
| 3 |
python-dotenv==1.0.1
|
| 4 |
-
torch
|
|
|
|
| 5 |
urllib3==1.26.15
|
| 6 |
matplotlib==3.10.3
|
| 7 |
streamlit==1.45.1
|
| 8 |
streamlit-keyup==0.3.0
|
| 9 |
streamlit-shortcuts==1.0.0
|
|
|
|
| 10 |
edge-tts==7.0.2
|
| 11 |
gradio_client==1.10.3
|
|
|
|
| 1 |
librosa==0.10.2.post1
|
| 2 |
datasets==3.2.0
|
| 3 |
python-dotenv==1.0.1
|
| 4 |
+
torch
|
| 5 |
+
torchaudio
|
| 6 |
urllib3==1.26.15
|
| 7 |
matplotlib==3.10.3
|
| 8 |
streamlit==1.45.1
|
| 9 |
streamlit-keyup==0.3.0
|
| 10 |
streamlit-shortcuts==1.0.0
|
| 11 |
+
streamlit-webrtc==0.63.2
|
| 12 |
edge-tts==7.0.2
|
| 13 |
gradio_client==1.10.3
|
script/zip.sh
CHANGED
|
@@ -23,7 +23,7 @@ bash zip.sh --stage 0 --stop_stage 0 \
|
|
| 23 |
|
| 24 |
bash zip.sh --stage 0 --stop_stage 0 \
|
| 25 |
--min_date 2025-04-28 \
|
| 26 |
-
--target_dir /data/tianxing/HuggingDatasets/nx_noise/data/
|
| 27 |
--debug false
|
| 28 |
|
| 29 |
|
|
|
|
| 23 |
|
| 24 |
bash zip.sh --stage 0 --stop_stage 0 \
|
| 25 |
--min_date 2025-04-28 \
|
| 26 |
+
--target_dir /data/tianxing/HuggingDatasets/nx_noise/data/speech/nx-speech/ms-MY \
|
| 27 |
--debug false
|
| 28 |
|
| 29 |
|
streamlit/nx_noise_app.py
CHANGED
|
@@ -33,12 +33,12 @@ def get_args():
|
|
| 33 |
parser = argparse.ArgumentParser()
|
| 34 |
parser.add_argument(
|
| 35 |
"--src_dir",
|
| 36 |
-
default=(project_path / "data/
|
| 37 |
type=str
|
| 38 |
)
|
| 39 |
parser.add_argument(
|
| 40 |
"--tgt_dir",
|
| 41 |
-
default=(project_path / "data/
|
| 42 |
type=str
|
| 43 |
)
|
| 44 |
args = parser.parse_args()
|
|
|
|
| 33 |
parser = argparse.ArgumentParser()
|
| 34 |
parser.add_argument(
|
| 35 |
"--src_dir",
|
| 36 |
+
default=(project_path / "data/speech/en-PH/2025-01-14/2025-01-14").as_posix(),
|
| 37 |
type=str
|
| 38 |
)
|
| 39 |
parser.add_argument(
|
| 40 |
"--tgt_dir",
|
| 41 |
+
default=(project_path / "data/speech/en-PH/2025-01-14/2025-01-14/finished").as_posix(),
|
| 42 |
type=str
|
| 43 |
)
|
| 44 |
args = parser.parse_args()
|
streamlit/nx_speech_app.py
ADDED
|
@@ -0,0 +1,184 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/python3
|
| 2 |
+
# -*- coding: utf-8 -*-
|
| 3 |
+
import argparse
|
| 4 |
+
import asyncio
|
| 5 |
+
import base64
|
| 6 |
+
import time
|
| 7 |
+
from enum import Enum
|
| 8 |
+
from io import BytesIO
|
| 9 |
+
import os
|
| 10 |
+
from os import times
|
| 11 |
+
from pathlib import Path
|
| 12 |
+
import shutil
|
| 13 |
+
import sys
|
| 14 |
+
from typing import List
|
| 15 |
+
import uuid
|
| 16 |
+
|
| 17 |
+
pwd = os.path.abspath(os.path.dirname(__file__))
|
| 18 |
+
sys.path.append(os.path.join(pwd, "../"))
|
| 19 |
+
|
| 20 |
+
import edge_tts
|
| 21 |
+
import librosa
|
| 22 |
+
import librosa.display
|
| 23 |
+
import matplotlib.pyplot as plt
|
| 24 |
+
import numpy as np
|
| 25 |
+
|
| 26 |
+
import streamlit as st
|
| 27 |
+
from streamlit_shortcuts import shortcut_button
|
| 28 |
+
from streamlit_webrtc import webrtc_streamer
|
| 29 |
+
|
| 30 |
+
from project_settings import project_path, temp_dir
|
| 31 |
+
|
| 32 |
+
# ENTRYPOINT ["streamlit", "run", "streamlit/nx_noise_app.py", "--server.port=8501", "--server.address=0.0.0.0"]
|
| 33 |
+
# streamlit run streamlit/nx_speech_app.py --server.port=8501 --server.address=0.0.0.0
|
| 34 |
+
|
| 35 |
+
|
| 36 |
+
def get_args():
|
| 37 |
+
parser = argparse.ArgumentParser()
|
| 38 |
+
parser.add_argument(
|
| 39 |
+
"--src_dir",
|
| 40 |
+
default=(project_path / "data/speech/en-PH/2025-01-14/2025-01-14").as_posix(),
|
| 41 |
+
type=str
|
| 42 |
+
)
|
| 43 |
+
parser.add_argument(
|
| 44 |
+
"--tgt_dir",
|
| 45 |
+
default=(project_path / "data/speech/en-PH/2025-01-14/2025-01-14/finished").as_posix(),
|
| 46 |
+
type=str
|
| 47 |
+
)
|
| 48 |
+
args = parser.parse_args()
|
| 49 |
+
return args
|
| 50 |
+
|
| 51 |
+
|
| 52 |
+
class Labels(Enum):
|
| 53 |
+
speech = "speech"
|
| 54 |
+
noise = "noise"
|
| 55 |
+
|
| 56 |
+
|
| 57 |
+
async def edge_tts_text_to_speech(text: str, speaker: str = "zh-CN-XiaoxiaoNeural"):
|
| 58 |
+
communicate = edge_tts.Communicate(text, speaker)
|
| 59 |
+
|
| 60 |
+
audio_file = temp_dir / f"{uuid.uuid4()}.wav"
|
| 61 |
+
audio_file = audio_file.as_posix()
|
| 62 |
+
|
| 63 |
+
await communicate.save(audio_file)
|
| 64 |
+
return audio_file
|
| 65 |
+
|
| 66 |
+
|
| 67 |
+
def generate_spectrogram(filename: str, title: str = "Spectrogram"):
|
| 68 |
+
signal, sample_rate = librosa.load(filename, sr=None)
|
| 69 |
+
|
| 70 |
+
mag = np.abs(librosa.stft(signal))
|
| 71 |
+
# mag_db = librosa.amplitude_to_db(mag, ref=np.max)
|
| 72 |
+
mag_db = librosa.amplitude_to_db(mag, ref=20)
|
| 73 |
+
|
| 74 |
+
plt.figure(figsize=(10, 4))
|
| 75 |
+
librosa.display.specshow(mag_db, sr=sample_rate)
|
| 76 |
+
plt.title(title)
|
| 77 |
+
|
| 78 |
+
buf = BytesIO()
|
| 79 |
+
plt.savefig(buf, format="png", bbox_inches="tight")
|
| 80 |
+
plt.close()
|
| 81 |
+
buf.seek(0)
|
| 82 |
+
return buf
|
| 83 |
+
|
| 84 |
+
|
| 85 |
+
@st.cache_data
|
| 86 |
+
def get_shortcut_audio_dict():
|
| 87 |
+
result = {
|
| 88 |
+
Labels.speech.value: asyncio.run(edge_tts_text_to_speech("语音")),
|
| 89 |
+
Labels.noise.value: asyncio.run(edge_tts_text_to_speech("噪音")),
|
| 90 |
+
}
|
| 91 |
+
return result
|
| 92 |
+
|
| 93 |
+
shortcut_audio_dict = get_shortcut_audio_dict()
|
| 94 |
+
|
| 95 |
+
|
| 96 |
+
def main():
|
| 97 |
+
args = get_args()
|
| 98 |
+
|
| 99 |
+
src_dir = Path(args.src_dir)
|
| 100 |
+
tgt_dir = Path(args.tgt_dir)
|
| 101 |
+
|
| 102 |
+
# 获取文件列表
|
| 103 |
+
audio_files: List[Path] = [filename for filename in src_dir.glob("**/*.wav")]
|
| 104 |
+
if len(audio_files) == 0:
|
| 105 |
+
st.error("没有未标注的音频了。")
|
| 106 |
+
st.stop()
|
| 107 |
+
|
| 108 |
+
audio_file: Path = audio_files[0]
|
| 109 |
+
|
| 110 |
+
# session_state
|
| 111 |
+
if "play_audio" not in st.session_state:
|
| 112 |
+
st.session_state.play_audio = False
|
| 113 |
+
|
| 114 |
+
# ui
|
| 115 |
+
st.title("🔊 音频文件浏览器")
|
| 116 |
+
column1, column2 = st.columns([4, 4])
|
| 117 |
+
with column1:
|
| 118 |
+
st.audio(audio_file, format=f"{audio_file.suffix}", autoplay=True)
|
| 119 |
+
|
| 120 |
+
with st.spinner("生成频谱图中..."):
|
| 121 |
+
spectrogram = generate_spectrogram(audio_file)
|
| 122 |
+
st.image(spectrogram, use_container_width=True)
|
| 123 |
+
|
| 124 |
+
# hidden
|
| 125 |
+
audio_placeholder = st.empty()
|
| 126 |
+
|
| 127 |
+
# function
|
| 128 |
+
def shortcut_audio_play(filename: str):
|
| 129 |
+
with open(filename, "rb") as f:
|
| 130 |
+
data = f.read()
|
| 131 |
+
b64 = base64.b64encode(data).decode()
|
| 132 |
+
|
| 133 |
+
audio_html = f"""
|
| 134 |
+
<div hidden>
|
| 135 |
+
<audio id="hiddenAudio" controls autoplay>
|
| 136 |
+
<source src="data:audio/wav;base64,{b64}" type="audio/wav">
|
| 137 |
+
</audio>
|
| 138 |
+
</div>
|
| 139 |
+
<script>
|
| 140 |
+
document.getElementById("hiddenAudio").play()
|
| 141 |
+
</script>
|
| 142 |
+
"""
|
| 143 |
+
audio_placeholder.markdown(audio_html, unsafe_allow_html=True)
|
| 144 |
+
return
|
| 145 |
+
|
| 146 |
+
def when_click_annotation_button(filename: Path, label: str, tgt_dir: Path):
|
| 147 |
+
shortcut_audio = shortcut_audio_dict[label]
|
| 148 |
+
shortcut_audio_play(shortcut_audio)
|
| 149 |
+
time.sleep(1)
|
| 150 |
+
|
| 151 |
+
sub_tgt_dir = tgt_dir / label
|
| 152 |
+
sub_tgt_dir.mkdir(parents=True, exist_ok=True)
|
| 153 |
+
shutil.move(filename.as_posix(), sub_tgt_dir)
|
| 154 |
+
|
| 155 |
+
# control
|
| 156 |
+
with column2:
|
| 157 |
+
shortcut_button(
|
| 158 |
+
label=Labels.speech.value,
|
| 159 |
+
shortcut="1",
|
| 160 |
+
on_click=when_click_annotation_button,
|
| 161 |
+
kwargs={
|
| 162 |
+
"filename": audio_file,
|
| 163 |
+
"label": Labels.speech.value,
|
| 164 |
+
"tgt_dir": tgt_dir,
|
| 165 |
+
},
|
| 166 |
+
type="primary",
|
| 167 |
+
)
|
| 168 |
+
shortcut_button(
|
| 169 |
+
shortcut="2",
|
| 170 |
+
label=Labels.noise.value,
|
| 171 |
+
on_click=when_click_annotation_button,
|
| 172 |
+
kwargs={
|
| 173 |
+
"filename": audio_file,
|
| 174 |
+
"label": Labels.noise.value,
|
| 175 |
+
"tgt_dir": tgt_dir,
|
| 176 |
+
},
|
| 177 |
+
type="primary",
|
| 178 |
+
)
|
| 179 |
+
|
| 180 |
+
return
|
| 181 |
+
|
| 182 |
+
|
| 183 |
+
if __name__ == "__main__":
|
| 184 |
+
main()
|