voice-changer/server/voice_changer/DiffusionSVC/pipeline/PipelineGenerator.py
2023-07-14 13:54:08 +09:00

49 lines
1.5 KiB
Python

import traceback
from data.ModelSlot import DiffusionSVCModelSlot
from voice_changer.DiffusionSVC.inferencer.InferencerManager import InferencerManager
from voice_changer.DiffusionSVC.pipeline.Pipeline import Pipeline
from voice_changer.DiffusionSVC.pitchExtractor.PitchExtractorManager import PitchExtractorManager
from voice_changer.RVC.deviceManager.DeviceManager import DeviceManager
from voice_changer.RVC.embedder.EmbedderManager import EmbedderManager
def createPipeline(modelSlot: DiffusionSVCModelSlot, gpu: int, f0Detector: str):
dev = DeviceManager.get_instance().getDevice(gpu)
# half = DeviceManager.get_instance().halfPrecisionAvailable(gpu)
half = False
# Inferencer 生成
try:
inferencer = InferencerManager.getInferencer(modelSlot.modelType, modelSlot.modelFile, gpu)
except Exception as e:
print("[Voice Changer] exception! loading inferencer", e)
traceback.print_exc()
# Embedder 生成
try:
embedder = EmbedderManager.getEmbedder(
modelSlot.embedder,
# emmbedderFilename,
half,
dev,
)
except Exception as e:
print("[Voice Changer] exception! loading embedder", e)
traceback.print_exc()
# pitchExtractor
pitchExtractor = PitchExtractorManager.getPitchExtractor(f0Detector, gpu)
pipeline = Pipeline(
embedder,
inferencer,
pitchExtractor,
modelSlot.samplingRate,
dev,
half,
)
return pipeline