vocoder.cc
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// sherpa-onnx/csrc/vocoder.cc
//
// Copyright (c) 2025 Xiaomi Corporation
#include "sherpa-onnx/csrc/vocoder.h"
#if __ANDROID_API__ >= 9
#include "android/asset_manager.h"
#include "android/asset_manager_jni.h"
#endif
#if __OHOS__
#include "rawfile/raw_file_manager.h"
#endif
#include "sherpa-onnx/csrc/file-utils.h"
#include "sherpa-onnx/csrc/hifigan-vocoder.h"
#include "sherpa-onnx/csrc/macros.h"
#include "sherpa-onnx/csrc/onnx-utils.h"
#include "sherpa-onnx/csrc/vocos-vocoder.h"
namespace sherpa_onnx {
namespace {
enum class ModelType : std::uint8_t {
kHifigan,
kVocoos,
kUnknown,
};
} // namespace
static ModelType GetModelType(char *model_data, size_t model_data_length,
bool debug) {
Ort::Env env(ORT_LOGGING_LEVEL_ERROR);
Ort::SessionOptions sess_opts;
sess_opts.SetIntraOpNumThreads(1);
sess_opts.SetInterOpNumThreads(1);
auto sess = std::make_unique<Ort::Session>(env, model_data, model_data_length,
sess_opts);
Ort::ModelMetadata meta_data = sess->GetModelMetadata();
if (debug) {
std::ostringstream os;
PrintModelMetadata(os, meta_data);
#if __OHOS__
SHERPA_ONNX_LOGE("%{public}s", os.str().c_str());
#else
SHERPA_ONNX_LOGE("%s", os.str().c_str());
#endif
}
Ort::AllocatorWithDefaultOptions allocator;
auto model_type =
LookupCustomModelMetaData(meta_data, "model_type", allocator);
if (model_type.empty()) {
SHERPA_ONNX_LOGE(
"No model_type in the metadata!\n"
"Please make sure you are using the vocoder from "
"https://github.com/k2-fsa/sherpa-onnx/releases/tag/vocoder-models");
return ModelType::kUnknown;
}
if (model_type == "hifigan") {
return ModelType::kHifigan;
} else if (model_type == "vocos") {
return ModelType::kVocoos;
} else {
SHERPA_ONNX_LOGE("Unsupported model_type: %s", model_type.c_str());
return ModelType::kUnknown;
}
}
std::unique_ptr<Vocoder> Vocoder::Create(const OfflineTtsModelConfig &config) {
std::vector<char> buffer;
if (!config.matcha.vocoder.empty()) {
SHERPA_ONNX_LOGE("Using matcha vocoder: %s", config.matcha.vocoder.c_str());
buffer = ReadFile(config.matcha.vocoder);
} else if (!config.zipvoice.vocoder.empty()) {
SHERPA_ONNX_LOGE("Using zipvoice vocoder: %s",
config.zipvoice.vocoder.c_str());
buffer = ReadFile(config.zipvoice.vocoder);
} else {
SHERPA_ONNX_LOGE("No vocoder model provided in the config!");
exit(-1);
}
auto model_type = GetModelType(buffer.data(), buffer.size(), config.debug);
switch (model_type) {
case ModelType::kHifigan:
return std::make_unique<HifiganVocoder>(
config.num_threads, config.provider, config.matcha.vocoder);
case ModelType::kVocoos:
return std::make_unique<VocosVocoder>(config);
case ModelType::kUnknown:
SHERPA_ONNX_LOGE("Unknown model type in vocoder!");
return nullptr;
}
return nullptr;
}
template <typename Manager>
std::unique_ptr<Vocoder> Vocoder::Create(Manager *mgr,
const OfflineTtsModelConfig &config) {
std::vector<char> buffer;
if (!config.matcha.vocoder.empty()) {
SHERPA_ONNX_LOGE("Using matcha vocoder: %s", config.matcha.vocoder.c_str());
buffer = ReadFile(mgr, config.matcha.vocoder);
} else if (!config.zipvoice.vocoder.empty()) {
SHERPA_ONNX_LOGE("Using zipvoice vocoder: %s",
config.zipvoice.vocoder.c_str());
buffer = ReadFile(mgr, config.zipvoice.vocoder);
} else {
SHERPA_ONNX_LOGE("No vocoder model provided in the config!");
return nullptr;
}
auto model_type = GetModelType(buffer.data(), buffer.size(), config.debug);
switch (model_type) {
case ModelType::kHifigan:
return std::make_unique<HifiganVocoder>(
mgr, config.num_threads, config.provider, config.matcha.vocoder);
case ModelType::kVocoos:
return std::make_unique<VocosVocoder>(mgr, config);
case ModelType::kUnknown:
SHERPA_ONNX_LOGE("Unknown model type in vocoder!");
return nullptr;
}
}
#if __ANDROID_API__ >= 9
template std::unique_ptr<Vocoder> Vocoder::Create(
AAssetManager *mgr, const OfflineTtsModelConfig &config);
#endif
#if __OHOS__
template std::unique_ptr<Vocoder> Vocoder::Create(
NativeResourceManager *mgr, const OfflineTtsModelConfig &config);
#endif
} // namespace sherpa_onnx