Fabio
c36510c21e
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61 lines
1.5 KiB
C++
61 lines
1.5 KiB
C++
#pragma once
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#include "engine/framework/assets/resource_bundle.h"
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#include <cstdint>
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#include <filesystem>
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#include <memory>
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#include <string>
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#include <vector>
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namespace engine::assets {
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class TensorSource;
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}
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namespace engine::community_models::sense_asr {
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struct SenseAsrFrontendConfig {
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int sample_rate = 16000;
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int64_t num_mels = 80;
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int64_t frame_length_ms = 25;
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int64_t frame_shift_ms = 10;
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int64_t lfr_m = 7;
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int64_t lfr_n = 6;
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float preemphasis = 0.97F;
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float low_frequency = 20.0F;
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float high_frequency = 8000.0F;
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};
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struct SenseAsrEncoderConfig {
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int64_t input_size = 560;
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int64_t d_model = 512;
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int64_t attention_heads = 4;
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int64_t ffn_dim = 2048;
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int64_t num_blocks = 50;
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int64_t timestamp_prediction_layers = 20;
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int64_t kernel_size = 11;
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int64_t vocab_size = 25055;
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int64_t blank_id = 0;
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int64_t max_frames = 2048;
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std::vector<int32_t> query_tokens = {0, 1, 2, 14};
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};
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struct SenseAsrConfig {
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std::string model_type = "sensevoice-small";
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std::vector<std::string> vocab;
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SenseAsrFrontendConfig frontend;
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SenseAsrEncoderConfig encoder;
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};
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struct SenseAsrAssets {
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assets::ResourceBundle resources;
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SenseAsrConfig config;
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std::shared_ptr<const assets::TensorSource> model_weights;
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};
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std::shared_ptr<const SenseAsrAssets>
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load_sense_asr_assets(const std::filesystem::path &model_path);
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std::shared_ptr<const SenseAsrAssets>
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load_sense_asr_assets(assets::ResourceBundle resources);
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} // namespace engine::community_models::sense_asr
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