Add two-pass speech recognition Android/iOS demo (#304)
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@@ -19,9 +19,21 @@ class OfflineNemoEncDecCtcModel::Impl {
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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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Init();
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auto buf = ReadFile(config_.nemo_ctc.model);
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Init(buf.data(), buf.size());
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}
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#if __ANDROID_API__ >= 9
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Impl(AAssetManager *mgr, const OfflineModelConfig &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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auto buf = ReadFile(mgr, config_.nemo_ctc.model);
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Init(buf.data(), buf.size());
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}
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#endif
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std::pair<Ort::Value, Ort::Value> Forward(Ort::Value features,
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Ort::Value features_length) {
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std::vector<int64_t> shape =
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@@ -57,10 +69,8 @@ class OfflineNemoEncDecCtcModel::Impl {
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std::string FeatureNormalizationMethod() const { return normalize_type_; }
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private:
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void Init() {
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auto buf = ReadFile(config_.nemo_ctc.model);
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sess_ = std::make_unique<Ort::Session>(env_, buf.data(), buf.size(),
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void Init(void *model_data, size_t model_data_length) {
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sess_ = std::make_unique<Ort::Session>(env_, model_data, model_data_length,
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sess_opts_);
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GetInputNames(sess_.get(), &input_names_, &input_names_ptr_);
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@@ -104,6 +114,12 @@ OfflineNemoEncDecCtcModel::OfflineNemoEncDecCtcModel(
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const OfflineModelConfig &config)
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: impl_(std::make_unique<Impl>(config)) {}
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#if __ANDROID_API__ >= 9
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OfflineNemoEncDecCtcModel::OfflineNemoEncDecCtcModel(
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AAssetManager *mgr, const OfflineModelConfig &config)
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: impl_(std::make_unique<Impl>(mgr, config)) {}
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#endif
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OfflineNemoEncDecCtcModel::~OfflineNemoEncDecCtcModel() = default;
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std::pair<Ort::Value, Ort::Value> OfflineNemoEncDecCtcModel::Forward(
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