offline-source-separation-spleeter-model.cc
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// sherpa-onnx/csrc/offline-source-separation-spleeter-model.cc
//
// Copyright (c) 2025 Xiaomi Corporation
#include "sherpa-onnx/csrc/offline-source-separation-spleeter-model.h"
#include <memory>
#include <string>
#include <utility>
#include <vector>
#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/onnx-utils.h"
#include "sherpa-onnx/csrc/session.h"
#include "sherpa-onnx/csrc/text-utils.h"
namespace sherpa_onnx {
class OfflineSourceSeparationSpleeterModel::Impl {
public:
explicit Impl(const OfflineSourceSeparationModelConfig &config)
: config_(config),
env_(ORT_LOGGING_LEVEL_ERROR),
sess_opts_(GetSessionOptions(config)),
allocator_{} {
{
auto buf = ReadFile(config.spleeter.vocals);
InitVocals(buf.data(), buf.size());
}
{
auto buf = ReadFile(config.spleeter.accompaniment);
InitAccompaniment(buf.data(), buf.size());
}
}
template <typename Manager>
Impl(Manager *mgr, const OfflineSourceSeparationModelConfig &config)
: config_(config),
env_(ORT_LOGGING_LEVEL_ERROR),
sess_opts_(GetSessionOptions(config)),
allocator_{} {
{
auto buf = ReadFile(mgr, config.spleeter.vocals);
InitVocals(buf.data(), buf.size());
}
{
auto buf = ReadFile(mgr, config.spleeter.accompaniment);
InitAccompaniment(buf.data(), buf.size());
}
}
const OfflineSourceSeparationSpleeterModelMetaData &GetMetaData() const {
return meta_;
}
Ort::Value RunVocals(Ort::Value x) const {
auto out = vocals_sess_->Run({}, vocals_input_names_ptr_.data(), &x, 1,
vocals_output_names_ptr_.data(),
vocals_output_names_ptr_.size());
return std::move(out[0]);
}
Ort::Value RunAccompaniment(Ort::Value x) const {
auto out =
accompaniment_sess_->Run({}, accompaniment_input_names_ptr_.data(), &x,
1, accompaniment_output_names_ptr_.data(),
accompaniment_output_names_ptr_.size());
return std::move(out[0]);
}
private:
void InitVocals(void *model_data, size_t model_data_length) {
vocals_sess_ = std::make_unique<Ort::Session>(
env_, model_data, model_data_length, sess_opts_);
GetInputNames(vocals_sess_.get(), &vocals_input_names_,
&vocals_input_names_ptr_);
GetOutputNames(vocals_sess_.get(), &vocals_output_names_,
&vocals_output_names_ptr_);
Ort::ModelMetadata meta_data = vocals_sess_->GetModelMetadata();
if (config_.debug) {
std::ostringstream os;
os << "---vocals model---\n";
PrintModelMetadata(os, meta_data);
os << "----------input names----------\n";
int32_t i = 0;
for (const auto &s : vocals_input_names_) {
os << i << " " << s << "\n";
++i;
}
os << "----------output names----------\n";
i = 0;
for (const auto &s : vocals_output_names_) {
os << i << " " << s << "\n";
++i;
}
#if __OHOS__
SHERPA_ONNX_LOGE("%{public}s\n", os.str().c_str());
#else
SHERPA_ONNX_LOGE("%s\n", os.str().c_str());
#endif
}
Ort::AllocatorWithDefaultOptions allocator; // used in the macro below
std::string model_type;
SHERPA_ONNX_READ_META_DATA_STR(model_type, "model_type");
if (model_type != "spleeter") {
SHERPA_ONNX_LOGE("Expect model type 'spleeter'. Given: '%s'",
model_type.c_str());
SHERPA_ONNX_EXIT(-1);
}
SHERPA_ONNX_READ_META_DATA(meta_.num_stems, "stems");
if (meta_.num_stems != 2) {
SHERPA_ONNX_LOGE("Only 2stems is supported. Given %d stems",
meta_.num_stems);
SHERPA_ONNX_EXIT(-1);
}
}
void InitAccompaniment(void *model_data, size_t model_data_length) {
accompaniment_sess_ = std::make_unique<Ort::Session>(
env_, model_data, model_data_length, sess_opts_);
GetInputNames(accompaniment_sess_.get(), &accompaniment_input_names_,
&accompaniment_input_names_ptr_);
GetOutputNames(accompaniment_sess_.get(), &accompaniment_output_names_,
&accompaniment_output_names_ptr_);
}
private:
OfflineSourceSeparationModelConfig config_;
OfflineSourceSeparationSpleeterModelMetaData meta_;
Ort::Env env_;
Ort::SessionOptions sess_opts_;
Ort::AllocatorWithDefaultOptions allocator_;
std::unique_ptr<Ort::Session> vocals_sess_;
std::vector<std::string> vocals_input_names_;
std::vector<const char *> vocals_input_names_ptr_;
std::vector<std::string> vocals_output_names_;
std::vector<const char *> vocals_output_names_ptr_;
std::unique_ptr<Ort::Session> accompaniment_sess_;
std::vector<std::string> accompaniment_input_names_;
std::vector<const char *> accompaniment_input_names_ptr_;
std::vector<std::string> accompaniment_output_names_;
std::vector<const char *> accompaniment_output_names_ptr_;
};
OfflineSourceSeparationSpleeterModel::~OfflineSourceSeparationSpleeterModel() =
default;
OfflineSourceSeparationSpleeterModel::OfflineSourceSeparationSpleeterModel(
const OfflineSourceSeparationModelConfig &config)
: impl_(std::make_unique<Impl>(config)) {}
template <typename Manager>
OfflineSourceSeparationSpleeterModel::OfflineSourceSeparationSpleeterModel(
Manager *mgr, const OfflineSourceSeparationModelConfig &config)
: impl_(std::make_unique<Impl>(mgr, config)) {}
Ort::Value OfflineSourceSeparationSpleeterModel::RunVocals(Ort::Value x) const {
return impl_->RunVocals(std::move(x));
}
Ort::Value OfflineSourceSeparationSpleeterModel::RunAccompaniment(
Ort::Value x) const {
return impl_->RunAccompaniment(std::move(x));
}
const OfflineSourceSeparationSpleeterModelMetaData &
OfflineSourceSeparationSpleeterModel::GetMetaData() const {
return impl_->GetMetaData();
}
#if __ANDROID_API__ >= 9
template OfflineSourceSeparationSpleeterModel::
OfflineSourceSeparationSpleeterModel(
AAssetManager *mgr, const OfflineSourceSeparationModelConfig &config);
#endif
#if __OHOS__
template OfflineSourceSeparationSpleeterModel::
OfflineSourceSeparationSpleeterModel(
NativeResourceManager *mgr,
const OfflineSourceSeparationModelConfig &config);
#endif
} // namespace sherpa_onnx