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MoeVoiceStudioSvc - Core - Cmd/Modules/Models/header/GPT-SoVits.hpp
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| /** | ||
| * FileName: GPT-SoVits.hpp | ||
| * Note: MoeVoiceStudioCore GPT-SoVits模型类 | ||
| * | ||
| * Copyright (C) 2022-2023 NaruseMioShirakana (shirakanamio@foxmail.com) | ||
| * | ||
| * This file is part of MoeVoiceStudioCore library. | ||
| * MoeVoiceStudioCore library is free software: you can redistribute it and/or modify it under the terms of the | ||
| * GNU Affero General Public License as published by the Free Software Foundation, either version 3 | ||
| * of the License, or any later version. | ||
| * | ||
| * MoeVoiceStudioCore library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; | ||
| * without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. | ||
| * See the GNU Affero General Public License for more details. | ||
| * | ||
| * You should have received a copy of the GNU Affero General Public License along with Foobar. | ||
| * If not, see <https://www.gnu.org/licenses/agpl-3.0.html>. | ||
| * | ||
| * date: 2023-11-9 Create | ||
| */ | ||
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| #pragma once | ||
| #include "TTS.hpp" | ||
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| MoeVoiceStudioCoreHeader | ||
| class GptSoVits : public TextToSpeech | ||
| { | ||
| public: | ||
| GptSoVits(const MJson& _Config, const ProgressCallback& _ProgressCallback, | ||
| const DurationCallback& _DurationCallback, | ||
| ExecutionProviders ExecutionProvider_ = ExecutionProviders::CPU, | ||
| unsigned DeviceID_ = 0, unsigned ThreadCount_ = 0); | ||
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| GptSoVits(const std::map<std::string, std::wstring>& _PathDict, const MJson& _Config, const ProgressCallback& _ProgressCallback, | ||
| const DurationCallback& _DurationCallback, | ||
| ExecutionProviders ExecutionProvider_ = ExecutionProviders::CPU, | ||
| unsigned DeviceID_ = 0, unsigned ThreadCount_ = 0); | ||
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| void load(const std::map<std::string, std::wstring>& _PathDict, | ||
| const MJson& _Config, const ProgressCallback& _ProgressCallback, | ||
| const DurationCallback& _DurationCallback); | ||
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| ~GptSoVits() override; | ||
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| void destory() | ||
| { | ||
| delete sessionBert; | ||
| delete sessionVits; | ||
| delete sessionSSL; | ||
| sessionBert = nullptr; | ||
| sessionVits = nullptr; | ||
| sessionSSL = nullptr; | ||
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| delete sessionEncoder; | ||
| delete sessionFDecoder; | ||
| delete sessionDecoder; | ||
| sessionEncoder = nullptr; | ||
| sessionFDecoder = nullptr; | ||
| sessionDecoder = nullptr; | ||
| } | ||
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| [[nodiscard]] std::tuple<std::vector<float>, std::vector<int64_t>> GetBertPhs(const MoeVSProjectSpace::MoeVSTTSSeq& Seq, const MoeVSG2P::Tokenizer& Tokenizer) const; | ||
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| [[nodiscard]] std::vector<std::vector<int16_t>> Inference(const std::vector<MoeVSProjectSpace::MoeVSTTSSeq>& _Input) const override; | ||
| private: | ||
| Ort::Session* sessionBert = nullptr; | ||
| Ort::Session* sessionVits = nullptr; | ||
| Ort::Session* sessionSSL = nullptr; | ||
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| Ort::Session* sessionEncoder = nullptr; | ||
| Ort::Session* sessionFDecoder = nullptr; | ||
| Ort::Session* sessionDecoder = nullptr; | ||
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| int64_t NumLayers = 24; | ||
| int64_t EmbeddingDim = 512; | ||
| int64_t EOSId = 1024; | ||
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| std::vector<const char*> VitsInputNames = { "text_seq", "pred_semantic", "ref_audio" }; | ||
| const std::vector<const char*> VitsOutputNames = { "audio" }; | ||
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| std::vector<const char*> EncoderInputNames = { "ref_seq", "text_seq", "ref_bert", "text_bert", "ssl_content" }; | ||
| const std::vector<const char*> EncoderOutputNames = { "x", "prompts" }; | ||
| std::vector<const char*> DecoderInputNames = { "iy", "ik", "iv", "iy_emb", "ix_example" }; | ||
| const std::vector<const char*> DecoderOutputNames = { "y", "k", "v", "y_emb", "logits", "samples" }; | ||
| std::vector<const char*> FDecoderInputNames = { "x", "prompts" }; | ||
| const std::vector<const char*> FDecoderOutputNames = { "y", "k", "v", "y_emb", "x_example" }; | ||
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| std::vector<const char*> SSLInputNames = { "audio" }; | ||
| const std::vector<const char*> SSLOutputNames = { "last_hidden_state" }; | ||
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| const std::vector<const char*> BertInputNames = { "input_ids", "attention_mask", "token_type_ids" }; | ||
| const std::vector<const char*> BertInputNames2 = { "input_ids", "attention_mask" }; | ||
| const std::vector<const char*> BertInputNames3 = { "input_ids" }; | ||
| const std::vector<const char*> BertOutputNames = { "last_hidden_state" }; | ||
| }; | ||
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| MoeVoiceStudioCoreEnd |
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