voice_audio_multi/include/engine/models/fun_asr_nano/assets.h
Fabio c36510c21e
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Initial import: audio.cpp with Orange Pi documentation
2026-11-04 19:05:22 +01:00

88 lines
2.3 KiB
C++

#pragma once
#include "engine/framework/assets/resource_bundle.h"
#include <cstdint>
#include <filesystem>
#include <memory>
#include <string>
#include <vector>
namespace engine::assets {
class TensorSource;
}
namespace engine::models::fun_asr_nano {
struct FunAsrNanoFrontendConfig {
int sample_rate = 16000;
int64_t feature_size = 80;
int64_t frame_length_ms = 25;
int64_t frame_shift_ms = 10;
int64_t lfr_m = 7;
int64_t lfr_n = 6;
float preemphasis = 0.97F;
};
struct FunAsrNanoSenseVoiceEncoderConfig {
int64_t num_mel_bins = 80;
int64_t num_stacked_frames = 7;
int64_t input_size = 560;
int64_t d_model = 512;
int64_t attention_heads = 4;
int64_t ffn_dim = 2048;
int64_t layers = 50;
int64_t timestamp_prediction_layers = 20;
int64_t kernel_size = 11;
int64_t max_position_embeddings = 2049;
std::string activation = "relu";
};
struct FunAsrNanoAdaptorConfig {
int64_t d_model = 1024;
int64_t attention_heads = 8;
int64_t ffn_dim = 256;
int64_t layers = 2;
std::string activation = "relu";
};
struct FunAsrNanoQwen3DecoderConfig {
int64_t vocab_size = 151936;
int64_t hidden_size = 1024;
int64_t intermediate_size = 3072;
int64_t layers = 28;
int64_t attention_heads = 16;
int64_t key_value_heads = 8;
int64_t head_dim = 128;
int64_t max_position_embeddings = 40960;
int64_t bos_token_id = 151643;
int64_t eos_token_id = 151645;
float rms_norm_eps = 1.0e-6F;
float rope_theta = 1000000.0F;
bool tie_word_embeddings = true;
};
struct FunAsrNanoConfig {
std::string model_type;
int64_t audio_token_id = 151646;
int64_t projector_hidden_size = 2048;
bool tie_word_embeddings = true;
FunAsrNanoFrontendConfig frontend;
FunAsrNanoSenseVoiceEncoderConfig encoder;
FunAsrNanoAdaptorConfig adaptor;
FunAsrNanoQwen3DecoderConfig text;
std::vector<std::string> supported_languages = {"zh", "en", "ja"};
};
struct FunAsrNanoAssets {
assets::ResourceBundle resources;
FunAsrNanoConfig config;
std::shared_ptr<const assets::TensorSource> model_weights;
};
std::shared_ptr<const FunAsrNanoAssets>
load_fun_asr_nano_assets(const std::filesystem::path &model_path);
std::shared_ptr<const FunAsrNanoAssets>
load_fun_asr_nano_assets(assets::ResourceBundle resources);
} // namespace engine::models::fun_asr_nano