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https://github.com/babysor/MockingBird.git
synced 2024-03-22 13:11:31 +08:00
Change synthesizer read to restful style
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@ -1,14 +1,14 @@
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from web.api import api_blueprint
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from pathlib import Path
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from gevent import pywsgi as wsgi
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from flask import Flask, jsonify, Response, request, render_template, url_for
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from flask import Flask, Response, request, render_template
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from synthesizer.inference import Synthesizer
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from encoder import inference as encoder
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from vocoder.hifigan import inference as gan_vocoder
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from vocoder.wavernn import inference as rnn_vocoder
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import numpy as np
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import re
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from scipy.io.wavfile import write, read
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from scipy.io.wavfile import write
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import io
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import base64
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from flask_cors import CORS
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@ -21,40 +21,16 @@ def webApp():
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app.config['RESTPLUS_MASK_SWAGGER'] = False
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app.register_blueprint(api_blueprint)
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CORS(app) #允许跨域,注释掉此行则禁止跨域请求
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# CORS(app) #允许跨域,注释掉此行则禁止跨域请求
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csrf = CSRFProtect(app)
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csrf.init_app(app)
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# API For Non-Trainer
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# 1. list sample audio files
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# 2. record / upload / select audio files
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# 3. load melspetron of audio
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# 4. inference by audio + text + models(encoder, vocoder, synthesizer)
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# 5. export result
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# enc_models_dir = "encoder/saved_models"
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# voc_models_di = "vocoder/saved_models"
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# encoders = list(Path(enc_models_dir).glob("*.pt"))
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# vocoders = list(Path(voc_models_di).glob("**/*.pt"))
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syn_models_dirt = "synthesizer/saved_models"
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synthesizers = list(Path(syn_models_dirt).glob("**/*.pt"))
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# print("Loaded encoder models: " + str(len(encoders)))
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# print("Loaded vocoder models: " + str(len(vocoders)))
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print("Loaded synthesizer models: " + str(len(synthesizers)))
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synthesizers_cache = {}
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encoder.load_model(Path("encoder/saved_models/pretrained.pt"))
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gan_vocoder.load_model(Path("vocoder/saved_models/pretrained/g_hifigan.pt"))
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@app.route("/api/models", methods=["GET"])
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def models():
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return jsonify(
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{
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# "encoder": list(e.name for e in encoders),
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# "vocoder": list(e.name for e in vocoders),
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"synthesizers":
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list({"name": e.name, "path": str(e)} for e in synthesizers),
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}
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)
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def pcm2float(sig, dtype='float32'):
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"""Convert PCM signal to floating point with a range from -1 to 1.
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Use dtype='float32' for single precision.
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@ -1,6 +1,7 @@
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from flask import Blueprint
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from flask_restx import Api
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from .audio import api as audio
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from .synthesizer import api as synthesizer
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api_blueprint = Blueprint('api', __name__, url_prefix='/api')
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@ -12,3 +13,4 @@ api = Api(
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)
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api.add_namespace(audio)
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api.add_namespace(synthesizer)
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23
web/api/synthesizer.py
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23
web/api/synthesizer.py
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@ -0,0 +1,23 @@
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from pathlib import Path
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from flask_restx import Namespace, Resource, fields
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api = Namespace('synthesizers', description='Synthesizers related operations')
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synthesizer = api.model('Synthesizer', {
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'name': fields.String(required=True, description='The synthesizer name'),
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'path': fields.String(required=True, description='The synthesizer path'),
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})
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synthesizers_cache = {}
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syn_models_dirt = "synthesizer/saved_models"
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synthesizers = list(Path(syn_models_dirt).glob("**/*.pt"))
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print("Loaded synthesizer models: " + str(len(synthesizers)))
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@api.route('/')
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class SynthesizerList(Resource):
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@api.doc('list_synthesizers')
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@api.marshal_list_with(synthesizer)
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def get(self):
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'''List all synthesizers'''
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return list({"name": e.name, "path": str(e)} for e in synthesizers)
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