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wataru 2023-05-01 02:34:01 +09:00
parent cc4d7ebc9d
commit 17521975c1
22 changed files with 273 additions and 3051 deletions
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2
client/demo/dist/index.js vendored
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client/demo/dist/index.js.LICENSE.txt vendored
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client/demo/package-lock.json generated
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"integrity": "sha512-58lmxKSA4BNyLz+HHMUzlOEpg09FV+ev6ZMe3vJihgdxzgcwZ8VoEEPmALCZG9LmqfVoNMMKpttIYTVG6uDY7A==",
"dev": true,
"peer": true
},
"dir-glob": {
"version": "3.0.1",
"dev": true,
@ -15707,6 +15450,12 @@
}
}
},
"jiti": {
"version": "1.18.2",
"resolved": "https://registry.npmjs.org/jiti/-/jiti-1.18.2.tgz",
"integrity": "sha512-QAdOptna2NYiSSpv0O/BwoHBSmz4YhpzJHyi+fnMRTXFjp7B8i/YG5Z8IfusxB1ufjcD2Sre1F3R+nX3fvy7gg==",
"dev": true
},
"js-sdsl": {
"version": "4.3.0",
"dev": true
@ -15876,13 +15625,6 @@
"semver": "^6.0.0"
}
},
"make-error": {
"version": "1.3.6",
"resolved": "https://registry.npmjs.org/make-error/-/make-error-1.3.6.tgz",
"integrity": "sha512-s8UhlNe7vPKomQhC1qFelMokr/Sc3AgNbso3n74mVPA5LTZwkB9NlXf4XPamLxJE8h0gh73rM94xvwRT2CVInw==",
"dev": true,
"peer": true
},
"media-typer": {
"version": "0.3.0",
"dev": true
@ -16408,13 +16150,13 @@
}
},
"postcss-loader": {
"version": "7.2.4",
"resolved": "https://registry.npmjs.org/postcss-loader/-/postcss-loader-7.2.4.tgz",
"integrity": "sha512-F88rpxxNspo5hatIc+orYwZDtHFaVFOSIVAx+fBfJC1GmhWbVmPWtmg2gXKE1OxJbneOSGn8PWdIwsZFcruS+w==",
"version": "7.3.0",
"resolved": "https://registry.npmjs.org/postcss-loader/-/postcss-loader-7.3.0.tgz",
"integrity": "sha512-qLAFjvR2BFNz1H930P7mj1iuWJFjGey/nVhimfOAAQ1ZyPpcClAxP8+A55Sl8mBvM+K2a9Pjgdj10KpANWrNfw==",
"dev": true,
"requires": {
"cosmiconfig": "^8.1.3",
"cosmiconfig-typescript-loader": "^4.3.0",
"jiti": "^1.18.2",
"klona": "^2.0.6",
"semver": "^7.3.8"
},
@ -17362,28 +17104,6 @@
}
}
},
"ts-node": {
"version": "10.9.1",
"resolved": "https://registry.npmjs.org/ts-node/-/ts-node-10.9.1.tgz",
"integrity": "sha512-NtVysVPkxxrwFGUUxGYhfux8k78pQB3JqYBXlLRZgdGUqTO5wU/UyHop5p70iEbGhB7q5KmiZiU0Y3KlJrScEw==",
"dev": true,
"peer": true,
"requires": {
"@cspotcode/source-map-support": "^0.8.0",
"@tsconfig/node10": "^1.0.7",
"@tsconfig/node12": "^1.0.7",
"@tsconfig/node14": "^1.0.0",
"@tsconfig/node16": "^1.0.2",
"acorn": "^8.4.1",
"acorn-walk": "^8.1.1",
"arg": "^4.1.0",
"create-require": "^1.1.0",
"diff": "^4.0.1",
"make-error": "^1.1.1",
"v8-compile-cache-lib": "^3.0.1",
"yn": "3.1.1"
}
},
"tsconfig-paths": {
"version": "4.2.0",
"dev": true,
@ -17501,13 +17221,6 @@
"uuid": {
"version": "8.3.2"
},
"v8-compile-cache-lib": {
"version": "3.0.1",
"resolved": "https://registry.npmjs.org/v8-compile-cache-lib/-/v8-compile-cache-lib-3.0.1.tgz",
"integrity": "sha512-wa7YjyUGfNZngI/vtK0UHAN+lgDCxBPCylVXGp0zu59Fz5aiGtNXaq3DhIov063MorB+VfufLh3JlF2KdTK3xg==",
"dev": true,
"peer": true
},
"validate-npm-package-license": {
"version": "3.0.4",
"dev": true,
@ -17780,13 +17493,6 @@
"version": "3.1.1",
"dev": true
},
"yn": {
"version": "3.1.1",
"resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz",
"integrity": "sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==",
"dev": true,
"peer": true
},
"yocto-queue": {
"version": "0.1.0",
"dev": true

2
client/demo/package.json
View File

@ -51,7 +51,7 @@
"webpack-dev-server": "^4.13.3"
},
"dependencies": {
"@dannadori/voice-changer-client-js": "^1.0.118",
"@dannadori/voice-changer-client-js": "^1.0.119",
"@fortawesome/fontawesome-svg-core": "^6.4.0",
"@fortawesome/free-brands-svg-icons": "^6.4.0",
"@fortawesome/free-regular-svg-icons": "^6.4.0",

4
client/demo/src/components/demo/a00_Lab.tsx
View File

@ -34,13 +34,13 @@ export const Lab = () => {
{accodionButton}
</span>
<span className="title" onClick={() => { guiState.stateControls.openLabCheckbox.updateState(!guiState.stateControls.openLabCheckbox.checked()) }}>
Labs(N/A)
Labs (Experimental)
</span>
<span></span>
</div>
<div className="partition-content">
{/* {components} */}
{components}
</div>
</div>
</>

29
client/demo/src/components/demo/components/205_ONNXExportRow.tsx
View File

@ -12,9 +12,6 @@ export const ONNXExportRow = (_props: ONNXExportRowProps) => {
const guiState = useGuiState()
const onnxExporthRow = useMemo(() => {
if (appState.serverSetting.serverSetting.framework != "PyTorch") {
return <></>
}
const onnxExportButtonAction = async () => {
@ -34,12 +31,36 @@ export const ONNXExportRow = (_props: ONNXExportRowProps) => {
guiState.stateControls.showWaitingCheckbox.updateState(false)
}
const onDownloadClicked = () => {
const slot = appState.serverSetting.serverSetting.modelSlotIndex
const model = appState.serverSetting.serverSetting.modelSlots[slot]
const a = document.createElement("a")
if (model.pyTorchModelFile && model.pyTorchModelFile.length > 0) {
a.href = model.pyTorchModelFile
} else {
a.href = model.onnxModelFile
}
a.download = a.href.replace(/^.*[\\\/]/, '');
document.body.appendChild(a);
a.click();
document.body.removeChild(a);
guiState.stateControls.showWaitingCheckbox.updateState(false)
}
const exportOnnx = appState.serverSetting.serverSetting.framework == "PyTorch" ? (
<div className="body-button left-margin-1" onClick={onnxExportButtonAction}>export onnx</div>
) : <></>
return (
<>
<div className="body-row split-3-7 left-padding-1 guided">
<div className="body-item-title left-padding-1">Export ONNX</div>
<div className="body-button-container">
<div className="body-button left-margin-1" onClick={onnxExportButtonAction}>export onnx</div>
{exportOnnx}
<div className="body-button left-margin-1" onClick={() => {
onDownloadClicked()
}}>download</div>
</div>
</div>
</>

11
client/demo/src/components/demo/components/a01_MergeLab.Row.tsx
View File

@ -1,15 +1,11 @@
import { Framework } from "@dannadori/voice-changer-client-js"
import React, { useEffect, useMemo, useState } from "react"
import { useAppState } from "../../../001_provider/001_AppStateProvider"
import { MergeElement } from "@dannadori/voice-changer-client-js"
export type MergeLabRowProps = {
}
type MergeElement = {
filename: string
strength: number
}
export const MergeLabRow = (_props: MergeLabRowProps) => {
const [mergeElements, setMergeElements] = useState<MergeElement[]>([])
@ -51,7 +47,10 @@ export const MergeLabRow = (_props: MergeLabRowProps) => {
const modelSwitchRow = useMemo(() => {
const onMergeClicked = async () => {
appState.serverSetting.mergeModel({
command: "mix",
files: mergeElements
})
}
const onMergeElementsChanged = (filename: string, strength: number) => {
const newMergeElements = mergeElements.map(x => {

32
client/lib/package-lock.json generated
View File

@ -1,12 +1,12 @@
{
"name": "@dannadori/voice-changer-client-js",
"version": "1.0.118",
"version": "1.0.119",
"lockfileVersion": 2,
"requires": true,
"packages": {
"": {
"name": "@dannadori/voice-changer-client-js",
"version": "1.0.118",
"version": "1.0.119",
"license": "ISC",
"dependencies": {
"@types/readable-stream": "^2.3.15",
@ -18,8 +18,8 @@
"socket.io-client": "^4.6.1"
},
"devDependencies": {
"@types/audioworklet": "^0.0.42",
"@types/node": "^18.16.2",
"@types/audioworklet": "^0.0.43",
"@types/node": "^18.16.3",
"@types/react": "18.2.0",
"@types/react-dom": "18.2.1",
"eslint": "^8.39.0",
@ -1686,9 +1686,9 @@
"integrity": "sha512-+9jVqKhRSpsc591z5vX+X5Yyw+he/HCB4iQ/RYxw35CEPaY1gnsNE43nf9n9AaYjAQrTiI/mOwKUKdUs9vf7Xg=="
},
"node_modules/@types/audioworklet": {
"version": "0.0.42",
"resolved": "https://registry.npmjs.org/@types/audioworklet/-/audioworklet-0.0.42.tgz",
"integrity": "sha512-vUHhMkam6BjeomsxZc2f7g0d4fI7PV5EnAoaHo83iy4hNlYphgBgRbcWRK0UEY7jUgfY46kCLYO1riZUdH/P+g==",
"version": "0.0.43",
"resolved": "https://registry.npmjs.org/@types/audioworklet/-/audioworklet-0.0.43.tgz",
"integrity": "sha512-56g/QOa8M/OmnFZm4nhXSxzMoYBaELt0+SP0hK9M/YQhd9Ew0CMuJzP2yo7fdGJt5i8b3kgsO0D+1CJ16dCbXg==",
"dev": true
},
"node_modules/@types/body-parser": {
@ -1829,9 +1829,9 @@
"dev": true
},
"node_modules/@types/node": {
"version": "18.16.2",
"resolved": "https://registry.npmjs.org/@types/node/-/node-18.16.2.tgz",
"integrity": "sha512-GQW/JL/5Fz/0I8RpeBG9lKp0+aNcXEaVL71c0D2Q0QHDTFvlYKT7an0onCUXj85anv7b4/WesqdfchLc0jtsCg=="
"version": "18.16.3",
"resolved": "https://registry.npmjs.org/@types/node/-/node-18.16.3.tgz",
"integrity": "sha512-OPs5WnnT1xkCBiuQrZA4+YAV4HEJejmHneyraIaxsbev5yCEr6KMwINNFP9wQeFIw8FWcoTqF3vQsa5CDaI+8Q=="
},
"node_modules/@types/prop-types": {
"version": "15.7.5",
@ -9333,9 +9333,9 @@
"integrity": "sha512-+9jVqKhRSpsc591z5vX+X5Yyw+he/HCB4iQ/RYxw35CEPaY1gnsNE43nf9n9AaYjAQrTiI/mOwKUKdUs9vf7Xg=="
},
"@types/audioworklet": {
"version": "0.0.42",
"resolved": "https://registry.npmjs.org/@types/audioworklet/-/audioworklet-0.0.42.tgz",
"integrity": "sha512-vUHhMkam6BjeomsxZc2f7g0d4fI7PV5EnAoaHo83iy4hNlYphgBgRbcWRK0UEY7jUgfY46kCLYO1riZUdH/P+g==",
"version": "0.0.43",
"resolved": "https://registry.npmjs.org/@types/audioworklet/-/audioworklet-0.0.43.tgz",
"integrity": "sha512-56g/QOa8M/OmnFZm4nhXSxzMoYBaELt0+SP0hK9M/YQhd9Ew0CMuJzP2yo7fdGJt5i8b3kgsO0D+1CJ16dCbXg==",
"dev": true
},
"@types/body-parser": {
@ -9476,9 +9476,9 @@
"dev": true
},
"@types/node": {
"version": "18.16.2",
"resolved": "https://registry.npmjs.org/@types/node/-/node-18.16.2.tgz",
"integrity": "sha512-GQW/JL/5Fz/0I8RpeBG9lKp0+aNcXEaVL71c0D2Q0QHDTFvlYKT7an0onCUXj85anv7b4/WesqdfchLc0jtsCg=="
"version": "18.16.3",
"resolved": "https://registry.npmjs.org/@types/node/-/node-18.16.3.tgz",
"integrity": "sha512-OPs5WnnT1xkCBiuQrZA4+YAV4HEJejmHneyraIaxsbev5yCEr6KMwINNFP9wQeFIw8FWcoTqF3vQsa5CDaI+8Q=="
},
"@types/prop-types": {
"version": "15.7.5",

6
client/lib/package.json
View File

@ -1,6 +1,6 @@
{
"name": "@dannadori/voice-changer-client-js",
"version": "1.0.118",
"version": "1.0.119",
"description": "",
"main": "dist/index.js",
"directories": {
@ -26,8 +26,8 @@
"author": "wataru.okada@flect.co.jp",
"license": "ISC",
"devDependencies": {
"@types/audioworklet": "^0.0.42",
"@types/node": "^18.16.2",
"@types/audioworklet": "^0.0.43",
"@types/node": "^18.16.3",
"@types/react": "18.2.0",
"@types/react-dom": "18.2.1",
"eslint": "^8.39.0",

19
client/lib/src/ServerConfigurator.ts
View File

@ -1,4 +1,4 @@
import { ClientType, OnnxExporterInfo, ServerInfo, ServerSettingKey } from "./const";
import { ClientType, MergeModelRequest, OnnxExporterInfo, ServerInfo, ServerSettingKey } from "./const";
type FileChunk = {
@ -178,4 +178,21 @@ export class ServerConfigurator {
return await info
}
mergeModel = async (req: MergeModelRequest) => {
const url = this.serverUrl + "/merge_model"
const info = new Promise<ServerInfo>(async (resolve) => {
const formData = new FormData();
formData.append("request", JSON.stringify(req));
const request = new Request(url, {
method: 'POST',
body: formData,
});
const res = await (await fetch(request)).json() as ServerInfo
console.log("RESPONSE", res)
resolve(res)
})
return await info
}
}

6
client/lib/src/VoiceChangerClient.ts
View File

@ -3,7 +3,7 @@ import { VoiceChangerWorkletNode, VoiceChangerWorkletListener } from "./VoiceCha
import workerjs from "raw-loader!../worklet/dist/index.js";
import { VoiceFocusDeviceTransformer, VoiceFocusTransformDevice } from "amazon-chime-sdk-js";
import { createDummyMediaStream, validateUrl } from "./util";
import { ClientType, DefaultVoiceChangerClientSetting, ServerSettingKey, VoiceChangerClientSetting, WorkletNodeSetting, WorkletSetting } from "./const";
import { ClientType, DefaultVoiceChangerClientSetting, MergeModelRequest, ServerSettingKey, VoiceChangerClientSetting, WorkletNodeSetting, WorkletSetting } from "./const";
import { ServerConfigurator } from "./ServerConfigurator";
// オーディオデータの流れ
@ -273,7 +273,9 @@ export class VoiceChangerClient {
getOnnx = async () => {
return this.configurator.export2onnx()
}
mergeModel = async (req: MergeModelRequest) => {
return this.configurator.mergeModel(req)
}
updateServerSettings = (key: ServerSettingKey, val: string) => {
return this.configurator.updateSettings(key, val)

12
client/lib/src/const.ts
View File

@ -405,4 +405,14 @@ export type OnnxExporterInfo = {
}
export const MAX_MODEL_SLOT_NUM = 3
export const MAX_MODEL_SLOT_NUM = 3
// Merge
export type MergeElement = {
filename: string
strength: number
}
export type MergeModelRequest = {
command: "mix",
files: MergeElement[]
}

10
client/lib/src/hooks/useServerSetting.ts
View File

@ -1,5 +1,5 @@
import { useState, useMemo, useEffect } from "react"
import { VoiceChangerServerSetting, ServerInfo, ServerSettingKey, INDEXEDDB_KEY_SERVER, INDEXEDDB_KEY_MODEL_DATA, ClientType, DefaultServerSetting_MMVCv13, DefaultServerSetting_MMVCv15, DefaultServerSetting_so_vits_svc_40v2, DefaultServerSetting_so_vits_svc_40, DefaultServerSetting_so_vits_svc_40_c, DefaultServerSetting_RVC, OnnxExporterInfo, DefaultServerSetting_DDSP_SVC, MAX_MODEL_SLOT_NUM, Framework } from "../const"
import { VoiceChangerServerSetting, ServerInfo, ServerSettingKey, INDEXEDDB_KEY_SERVER, INDEXEDDB_KEY_MODEL_DATA, ClientType, DefaultServerSetting_MMVCv13, DefaultServerSetting_MMVCv15, DefaultServerSetting_so_vits_svc_40v2, DefaultServerSetting_so_vits_svc_40, DefaultServerSetting_so_vits_svc_40_c, DefaultServerSetting_RVC, OnnxExporterInfo, DefaultServerSetting_DDSP_SVC, MAX_MODEL_SLOT_NUM, Framework, MergeModelRequest } from "../const"
import { VoiceChangerClient } from "../VoiceChangerClient"
import { useIndexedDB } from "./useIndexedDB"
@ -61,6 +61,7 @@ export type ServerSettingState = {
isUploading: boolean
getOnnx: () => Promise<OnnxExporterInfo>
mergeModel: (request: MergeModelRequest) => Promise<ServerInfo>
// updateDefaultTune: (slot: number, tune: number) => void
}
@ -364,6 +365,12 @@ export const useServerSetting = (props: UseServerSettingProps): ServerSettingSta
return props.voiceChangerClient!.getOnnx()
}
const mergeModel = async (request: MergeModelRequest) => {
const serverInfo = await props.voiceChangerClient!.mergeModel(request)
setServerSetting(serverInfo)
return serverInfo
}
return {
serverSetting,
updateServerSettings,
@ -376,6 +383,7 @@ export const useServerSetting = (props: UseServerSettingProps): ServerSettingSta
uploadProgress,
isUploading,
getOnnx,
mergeModel,
// updateDefaultTune,
}
}

BIN
server/merged.pth Normal file
View File

Binary file not shown.

5
server/restapi/MMVC_Rest.py
View File

@ -9,7 +9,7 @@ from voice_changer.VoiceChangerManager import VoiceChangerManager
from restapi.MMVC_Rest_Hello import MMVC_Rest_Hello
from restapi.MMVC_Rest_VoiceChanger import MMVC_Rest_VoiceChanger
from restapi.MMVC_Rest_Fileuploader import MMVC_Rest_Fileuploader
from const import getFrontendPath, TMP_DIR
from const import UPLOAD_DIR, getFrontendPath, TMP_DIR
class ValidationErrorLoggingRoute(APIRoute):
@ -64,6 +64,9 @@ class MMVC_Rest:
app_fastapi.mount(
"/tmp", StaticFiles(directory=f"{TMP_DIR}"), name="static"
)
app_fastapi.mount(
"/upload_dir", StaticFiles(directory=f"{UPLOAD_DIR}"), name="static"
)
restHello = MMVC_Rest_Hello()
app_fastapi.include_router(restHello.router)

9
server/restapi/MMVC_Rest_Fileuploader.py
View File

@ -36,6 +36,9 @@ class MMVC_Rest_Fileuploader:
self.router.add_api_route("/model_type", self.post_model_type, methods=["POST"])
self.router.add_api_route("/model_type", self.get_model_type, methods=["GET"])
self.router.add_api_route("/onnx", self.get_onnx, methods=["GET"])
self.router.add_api_route(
"/merge_model", self.post_merge_models, methods=["POST"]
)
def post_upload_file(self, file: UploadFile = File(...), filename: str = Form(...)):
res = upload_file(UPLOAD_DIR, file, filename)
@ -121,3 +124,9 @@ class MMVC_Rest_Fileuploader:
info = self.voiceChangerManager.export2onnx()
json_compatible_item_data = jsonable_encoder(info)
return JSONResponse(content=json_compatible_item_data)
def post_merge_models(self, request: str = Form(...)):
print(request)
info = self.voiceChangerManager.merge_models(request)
json_compatible_item_data = jsonable_encoder(info)
return JSONResponse(content=json_compatible_item_data)

62
server/voice_changer/RVC/MergeModel.py Normal file
View File

@ -0,0 +1,62 @@
from typing import Dict, Any
from voice_changer.RVC.MergeModelRequest import MergeModelRequest
from collections import OrderedDict
import torch
import tqdm
def merge_model(request: MergeModelRequest):
def extract(ckpt: Dict[str, Any]):
a = ckpt["model"]
opt: Dict[str, Any] = OrderedDict()
opt["weight"] = {}
for key in a.keys():
if "enc_q" in key:
continue
opt["weight"][key] = a[key]
return opt
def load_weight(path: str):
print(f"Loading {path}...")
state_dict = torch.load(path, map_location="cpu")
if "model" in state_dict:
weight = extract(state_dict)
else:
weight = state_dict["weight"]
return weight, state_dict
files = request.files
if len(files) == 0:
print("no merge file..............")
raise RuntimeError("no merge file..............")
weights = []
alphas = []
for f in files:
strength = f.strength
if strength == 0:
continue
weight, state_dict = load_weight(f.filename)
weights.append(weight)
alphas.append(f.strength)
alphas = [x / sum(alphas) for x in alphas]
for weight in weights:
if sorted(list(weight.keys())) != sorted(list(weights[0].keys())):
raise RuntimeError("Failed to merge models.")
merged: Dict[str, Any] = OrderedDict()
merged["weight"] = {}
for key in tqdm.tqdm(weights[0].keys()):
merged["weight"][key] = 0
for i, weight in enumerate(weights):
merged["weight"][key] += weight[key] * alphas[i]
merged["config"] = state_dict["config"]
merged["params"] = state_dict["params"] if "params" in state_dict else None
merged["sr"] = state_dict["sr"]
merged["f0"] = state_dict["f0"]
merged["info"] = state_dict["info"]
return merged

18
server/voice_changer/RVC/MergeModelRequest.py Normal file
View File

@ -0,0 +1,18 @@
from dataclasses import dataclass, field
from typing import List
from dataclasses_json import dataclass_json
@dataclass_json
@dataclass
class MergeFile:
filename: str
strength: int
@dataclass_json
@dataclass
class MergeModelRequest:
command: str = ""
slot: int = -1
files: List[MergeFile] = field(default_factory=lambda: [])

42
server/voice_changer/RVC/RVC.py
View File

@ -2,10 +2,12 @@ import sys
import os
import json
import resampy
from voice_changer.RVC.MergeModel import merge_model
from voice_changer.RVC.MergeModelRequest import MergeModelRequest
from voice_changer.RVC.ModelWrapper import ModelWrapper
from Exceptions import NoModeLoadedException
from voice_changer.RVC.RVCSettings import RVCSettings
from voice_changer.utils.LoadModelParams import LoadModelParams
from voice_changer.utils.LoadModelParams import FilePaths, LoadModelParams
from voice_changer.utils.VoiceChangerModel import AudioInOut
from voice_changer.utils.VoiceChangerParams import VoiceChangerParams
@ -18,7 +20,7 @@ from fairseq import checkpoint_utils
import traceback
import faiss
from const import TMP_DIR # type:ignore
from const import TMP_DIR, UPLOAD_DIR # type:ignore
# avoiding parse arg error in RVC
@ -92,7 +94,9 @@ class RVC:
self.settings.modelSlots[tmp_slot].onnxModelFile = props.files.onnxModelFilename
self.settings.modelSlots[tmp_slot].featureFile = props.files.featureFilename
self.settings.modelSlots[tmp_slot].indexFile = props.files.indexFilename
self.settings.modelSlots[tmp_slot].defaultTrans = params["trans"]
self.settings.modelSlots[tmp_slot].defaultTrans = (
params["trans"] if "trans" in params else 0
)
isONNX = (
True
@ -591,3 +595,35 @@ class RVC:
"path": f"/tmp/{output_file_simple}",
"filename": output_file_simple,
}
def merge_models(self, request: str):
print("[Voice Changer] MergeRequest:", request)
req: MergeModelRequest = MergeModelRequest.from_json(request)
merged = merge_model(req)
targetSlot = 0
if req.slot < 0:
targetSlot = len(self.settings.modelSlots) - 1
else:
targetSlot = req.slot
storeDir = os.path.join(UPLOAD_DIR, f"{targetSlot}")
print("[Voice Changer] store merged model to:", storeDir)
os.makedirs(storeDir, exist_ok=True)
storeFile = os.path.join(storeDir, "merged.pth")
torch.save(merged, storeFile)
filePaths: FilePaths = FilePaths(
pyTorchModelFilename=storeFile,
configFilename=None,
onnxModelFilename=None,
featureFilename=None,
indexFilename=None,
clusterTorchModelFilename=None,
)
props: LoadModelParams = LoadModelParams(
slot=targetSlot, isHalf=True, files=filePaths, params="{}"
)
self.loadModel(props)
self.prepareModel(targetSlot)
self.settings.modelSlotIndex = targetSlot
self.currentSlot = self.settings.modelSlotIndex

2
server/voice_changer/RVC/RVCSettings.py
View File

@ -19,7 +19,7 @@ class RVCSettings:
onnxModelFile: str = ""
configFile: str = ""
modelSlots: list[ModelSlot] = field(
default_factory=lambda: [ModelSlot(), ModelSlot(), ModelSlot()]
default_factory=lambda: [ModelSlot(), ModelSlot(), ModelSlot(), ModelSlot()]
)
indexRatio: float = 0
rvcQuality: int = 0

4
server/voice_changer/VoiceChanger.py
View File

@ -351,6 +351,10 @@ class VoiceChanger:
##############
def merge_models(self, request: str):
self.voiceChanger.merge_models(request)
return self.get_info()
PRINT_CONVERT_PROCESSING: bool = False
# PRINT_CONVERT_PROCESSING = True

3
server/voice_changer/VoiceChangerManager.py
View File

@ -56,3 +56,6 @@ class VoiceChangerManager(object):
def export2onnx(self):
return self.voiceChanger.export2onnx()
def merge_models(self, request: str):
return self.voiceChanger.merge_models(request)