bugfix
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33
README.md
33
README.md
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# moonshineASR
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## dependents
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[requirements.txt](requirements.txt) list all dependents modules
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use the following command to install the dependents modules
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```
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mspip install -r requirements.txt
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```
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## install moonshine service
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```
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cd script
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sudo ./install.sh
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```
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## make a virtual python environment
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```
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python3 -m venv ~/ve/ms
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cat > ~/bin/mspip <<EOF
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#!/usr/bin/bash
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~/ve/ms/bin/python $*
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EOF
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cat > ~/bin/mspy <<EOF
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#!/usr/bin/bash
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~/ve/ms/bin/python $*
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EOF
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chmod +x ~/bin/ms*
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```
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app/README.md
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0
app/README.md
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app/moonshine.py
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app/moonshine.py
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import os
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os.environ['KERAS_BACKEND'] = 'torch'
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from transformers import AutoModelForSpeechSeq2Seq, AutoConfig, PreTrainedTokenizerFast
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import torchaudio
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import sys
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import time
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import torch
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from appPublic.worker import awaitify
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from appPublic.jsonConfig import getConfig
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from ahserver.serverenv import ServerEnv
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from ahserver.webapp import webapp
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class Moonshine:
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def __init__(self, modelname):
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# default modelname 'usefulsensors/moonshine-tiny'
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if modelname is None:
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modelname = 'usefulsensors/moonshine-tiny'
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self.model = AutoModelForSpeechSeq2Seq.from_pretrained(modelname,
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trust_remote_code=True)
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self.tokenizer = PreTrainedTokenizerFast.from_pretrained(modelname)
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print(tokenizer.decode(tokens[0], skip_special_tokens=True))
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def inference(self, audiofile):
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audio, sr = torchaudio.load(audiofile)
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if sr != 16000:
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audio = torchaudio.functional.resample(audio, sr, 16000)
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tokens = self.model(audio)
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return tokenizer.decode(tokens[0], skip_special_tokens=True)
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def main():
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config = getConfig()
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modelname = config.modelname
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m = Moonshine(modelname)
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g = ServerEnv()
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g.inference = awaitify(m.inference)
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if __name__ == '__main__':
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webapp(main)
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app/test.py
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app/test.py
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import time
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import requests
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import base64
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def file2b64(file_path):
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# 读取文件内容
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with open(file_path, 'rb') as file:
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file_content = file.read()
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# 将文件内容转换为Base64编码
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base64_encoded_data = base64.b64encode(file_content)
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# 将Base64编码的数据转换为字符串
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base64_encoded_str = base64_encoded_data.decode('utf-8')
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return base64_encoded_str
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while True:
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print('prompt:')
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p = input()
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print('input image path:')
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i = input()
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if p == '' or i == '':
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continue
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t1 = time.time()
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ret = requests.post('http://pd4e.com:10090/api',
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data={
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'prompt':p,
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'image':file2b64(i)
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})
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t2 = time.time()
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print(ret.text, t2 - t1, 'seconds')
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conf/README.md
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conf/README.md
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conf/config.json
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conf/config.json
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{
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"password_key":"!@#$%^&*(*&^%$QWERTYUIqwertyui234567",
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"modelname":"Qwen/Qwen2-VL-2B-Instruct",
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"modelname":"Qwen/Qwen2-VL-7B-Instruct",
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"logger":{
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"name":"qwenvl",
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"levelname":"info",
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"logfile":"$[workdir]$/logs/sage.log"
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},
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"filesroot":"$[workdir]$/files",
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"website":{
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"paths":[
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["$[workdir]$/wwwroot",""]
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],
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"client_max_size":10000,
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"host":"0.0.0.0",
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"port":10090,
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"coding":"utf-8",
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"indexes":[
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"index.html",
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"index.tmpl",
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"index.ui",
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"index.dspy",
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"index.md"
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],
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"startswiths":[
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{
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"leading":"/idfile",
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"registerfunction":"idFileDownload"
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}
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],
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"processors":[
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[".dspy","dspy"],
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[".md","md"]
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],
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"session_max_time":3000,
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"session_issue_time":2500,
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"session_redis_notuse":{
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"url":"redis://127.0.0.1:6379"
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}
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},
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"langMapping":{
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"zh-Hans-CN":"zh-cn",
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"zh-CN":"zh-cn",
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"en-us":"en",
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"en-US":"en"
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}
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}
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4
requirements.txt
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4
requirements.txt
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useful-moonshine@git+https://github.com/usefulsensors/moonshine.git
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git+https://git.kaiyuancloud.cn/yumoqing/apppublic
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git+https://git.kaiyuancloud.cn/yumoqing/ahserver
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3
script/install.sh
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3
script/install.sh
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sudo cp moonshine.service /etc/systemd/system
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sudo systemctl enable moonshine.service
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sudo systemctl start moonshine
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0
wwwroot/README.md
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0
wwwroot/README.md
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wwwroot/api/index.dspy
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2
wwwroot/api/index.dspy
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return await inference(params_kw.audiofile)
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