Add C++ runtime for spleeter about source separation (#2242)
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212
sherpa-onnx/csrc/offline-source-separation-spleeter-model.cc
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212
sherpa-onnx/csrc/offline-source-separation-spleeter-model.cc
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// sherpa-onnx/csrc/offline-source-separation-spleeter-model.cc
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//
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// Copyright (c) 2025 Xiaomi Corporation
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#include "sherpa-onnx/csrc/offline-source-separation-spleeter-model.h"
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#include <memory>
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#include <string>
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#include <utility>
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#include <vector>
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#if __ANDROID_API__ >= 9
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#include "android/asset_manager.h"
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#include "android/asset_manager_jni.h"
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#endif
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#if __OHOS__
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#include "rawfile/raw_file_manager.h"
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#endif
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#include "sherpa-onnx/csrc/file-utils.h"
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#include "sherpa-onnx/csrc/onnx-utils.h"
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#include "sherpa-onnx/csrc/session.h"
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#include "sherpa-onnx/csrc/text-utils.h"
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namespace sherpa_onnx {
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class OfflineSourceSeparationSpleeterModel::Impl {
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public:
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explicit Impl(const OfflineSourceSeparationModelConfig &config)
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: config_(config),
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env_(ORT_LOGGING_LEVEL_ERROR),
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sess_opts_(GetSessionOptions(config)),
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allocator_{} {
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{
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auto buf = ReadFile(config.spleeter.vocals);
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InitVocals(buf.data(), buf.size());
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}
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{
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auto buf = ReadFile(config.spleeter.accompaniment);
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InitAccompaniment(buf.data(), buf.size());
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}
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}
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template <typename Manager>
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Impl(Manager *mgr, const OfflineSourceSeparationModelConfig &config)
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: config_(config),
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env_(ORT_LOGGING_LEVEL_ERROR),
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sess_opts_(GetSessionOptions(config)),
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allocator_{} {
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{
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auto buf = ReadFile(mgr, config.spleeter.vocals);
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InitVocals(buf.data(), buf.size());
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}
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{
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auto buf = ReadFile(mgr, config.spleeter.accompaniment);
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InitAccompaniment(buf.data(), buf.size());
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}
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}
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const OfflineSourceSeparationSpleeterModelMetaData &GetMetaData() const {
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return meta_;
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}
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Ort::Value RunVocals(Ort::Value x) const {
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auto out = vocals_sess_->Run({}, vocals_input_names_ptr_.data(), &x, 1,
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vocals_output_names_ptr_.data(),
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vocals_output_names_ptr_.size());
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return std::move(out[0]);
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}
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Ort::Value RunAccompaniment(Ort::Value x) const {
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auto out =
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accompaniment_sess_->Run({}, accompaniment_input_names_ptr_.data(), &x,
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1, accompaniment_output_names_ptr_.data(),
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accompaniment_output_names_ptr_.size());
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return std::move(out[0]);
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}
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private:
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void InitVocals(void *model_data, size_t model_data_length) {
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vocals_sess_ = std::make_unique<Ort::Session>(
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env_, model_data, model_data_length, sess_opts_);
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GetInputNames(vocals_sess_.get(), &vocals_input_names_,
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&vocals_input_names_ptr_);
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GetOutputNames(vocals_sess_.get(), &vocals_output_names_,
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&vocals_output_names_ptr_);
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Ort::ModelMetadata meta_data = vocals_sess_->GetModelMetadata();
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if (config_.debug) {
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std::ostringstream os;
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os << "---vocals model---\n";
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PrintModelMetadata(os, meta_data);
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os << "----------input names----------\n";
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int32_t i = 0;
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for (const auto &s : vocals_input_names_) {
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os << i << " " << s << "\n";
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++i;
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}
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os << "----------output names----------\n";
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i = 0;
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for (const auto &s : vocals_output_names_) {
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os << i << " " << s << "\n";
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++i;
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}
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#if __OHOS__
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SHERPA_ONNX_LOGE("%{public}s\n", os.str().c_str());
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#else
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SHERPA_ONNX_LOGE("%s\n", os.str().c_str());
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#endif
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}
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Ort::AllocatorWithDefaultOptions allocator; // used in the macro below
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std::string model_type;
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SHERPA_ONNX_READ_META_DATA_STR(model_type, "model_type");
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if (model_type != "spleeter") {
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SHERPA_ONNX_LOGE("Expect model type 'spleeter'. Given: '%s'",
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model_type.c_str());
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SHERPA_ONNX_EXIT(-1);
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}
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SHERPA_ONNX_READ_META_DATA(meta_.num_stems, "stems");
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if (meta_.num_stems != 2) {
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SHERPA_ONNX_LOGE("Only 2stems is supported. Given %d stems",
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meta_.num_stems);
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SHERPA_ONNX_EXIT(-1);
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}
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}
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void InitAccompaniment(void *model_data, size_t model_data_length) {
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accompaniment_sess_ = std::make_unique<Ort::Session>(
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env_, model_data, model_data_length, sess_opts_);
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GetInputNames(accompaniment_sess_.get(), &accompaniment_input_names_,
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&accompaniment_input_names_ptr_);
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GetOutputNames(accompaniment_sess_.get(), &accompaniment_output_names_,
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&accompaniment_output_names_ptr_);
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}
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private:
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OfflineSourceSeparationModelConfig config_;
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OfflineSourceSeparationSpleeterModelMetaData meta_;
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Ort::Env env_;
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Ort::SessionOptions sess_opts_;
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Ort::AllocatorWithDefaultOptions allocator_;
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std::unique_ptr<Ort::Session> vocals_sess_;
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std::vector<std::string> vocals_input_names_;
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std::vector<const char *> vocals_input_names_ptr_;
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std::vector<std::string> vocals_output_names_;
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std::vector<const char *> vocals_output_names_ptr_;
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std::unique_ptr<Ort::Session> accompaniment_sess_;
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std::vector<std::string> accompaniment_input_names_;
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std::vector<const char *> accompaniment_input_names_ptr_;
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std::vector<std::string> accompaniment_output_names_;
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std::vector<const char *> accompaniment_output_names_ptr_;
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};
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OfflineSourceSeparationSpleeterModel::~OfflineSourceSeparationSpleeterModel() =
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default;
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OfflineSourceSeparationSpleeterModel::OfflineSourceSeparationSpleeterModel(
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const OfflineSourceSeparationModelConfig &config)
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: impl_(std::make_unique<Impl>(config)) {}
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template <typename Manager>
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OfflineSourceSeparationSpleeterModel::OfflineSourceSeparationSpleeterModel(
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Manager *mgr, const OfflineSourceSeparationModelConfig &config)
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: impl_(std::make_unique<Impl>(mgr, config)) {}
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Ort::Value OfflineSourceSeparationSpleeterModel::RunVocals(Ort::Value x) const {
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return impl_->RunVocals(std::move(x));
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}
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Ort::Value OfflineSourceSeparationSpleeterModel::RunAccompaniment(
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Ort::Value x) const {
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return impl_->RunAccompaniment(std::move(x));
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}
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const OfflineSourceSeparationSpleeterModelMetaData &
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OfflineSourceSeparationSpleeterModel::GetMetaData() const {
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return impl_->GetMetaData();
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}
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#if __ANDROID_API__ >= 9
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template OfflineSourceSeparationSpleeterModel::
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OfflineSourceSeparationSpleeterModel(
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AAssetManager *mgr, const OfflineSourceSeparationModelConfig &config);
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#endif
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#if __OHOS__
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template OfflineSourceSeparationSpleeterModel::
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OfflineSourceSeparationSpleeterModel(
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NativeResourceManager *mgr,
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const OfflineSourceSeparationModelConfig &config);
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#endif
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} // namespace sherpa_onnx
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