#pragma once #include "engine/framework/runtime/cache_slots.h" #include "engine/framework/runtime/session_base.h" #include "engine/framework/runtime/streaming_audio.h" #include "engine/framework/runtime/streaming_tts_session.h" #include "engine/models/higgs_audio_tts/assets.h" #include "engine/models/higgs_audio_tts/ar.h" #include "engine/models/higgs_audio_tts/codec.h" #include "engine/models/higgs_audio_tts/generator.h" #include #include #include #include #include namespace engine::models::higgs_audio_tts { class HiggsTTSSession final : public runtime::RuntimeSessionBase , public runtime::IOfflineVoiceTaskSession , public runtime::StreamingTtsSessionBase { public: HiggsTTSSession( runtime::TaskSpec task, runtime::SessionOptions options, std::shared_ptr assets); std::string family() const override; runtime::VoiceTaskKind task_kind() const override; runtime::RunMode run_mode() const override; void prepare(const runtime::SessionPreparationRequest & request) override; runtime::TaskResult run(const runtime::TaskRequest & request) override; private: runtime::TaskResult synthesize(const runtime::TaskRequest & request, bool streaming); runtime::TaskResult generate_stream(const runtime::TaskRequest & request) override; void reset_stream_state() override; struct ReferenceCacheEntry { HiggsCodecEncodeOutput codes; }; struct ReferenceCacheKey { int sample_rate = 0; int channels = 0; uint64_t sample_count = 0; uint64_t sample_hash = 0; std::string reference_text; }; struct ReferenceCacheKeyEqual { bool operator()(const ReferenceCacheKey & lhs, const ReferenceCacheKey & rhs) const noexcept { return lhs.sample_rate == rhs.sample_rate && lhs.channels == rhs.channels && lhs.sample_count == rhs.sample_count && lhs.sample_hash == rhs.sample_hash && lhs.reference_text == rhs.reference_text; } }; HiggsGenerationRequest make_generation_request( const runtime::TaskRequest & request, const HiggsCodecEncodeOutput * resolved_reference_codes = nullptr); const HiggsCodecEncodeOutput & resolve_reference_codes( const runtime::AudioBuffer & audio, const std::string & reference_text); runtime::TaskSpec task_; std::shared_ptr assets_; #if defined(INTPTR_MAX) && (INTPTR_MAX == INT32_MAX) size_t ar_weight_context_bytes_ = 1024ull * 1024ull * 1024ull; #else size_t ar_weight_context_bytes_ = 4096ull * 1024ull * 1024ull; #endif size_t codec_weight_context_bytes_ = 1536ull * 1024ull * 1024ull; size_t ar_decode_graph_arena_bytes_ = 512ull * 1024ull * 1024ull; size_t codec_decode_graph_arena_bytes_ = 128ull * 1024ull * 1024ull; size_t codec_encode_graph_arena_bytes_ = 256ull * 1024ull * 1024ull; assets::TensorStorageType ar_weight_storage_type_ = assets::TensorStorageType::Native; assets::TensorStorageType codec_weight_storage_type_ = assets::TensorStorageType::Native; std::shared_ptr ar_; std::shared_ptr codec_; std::unique_ptr generator_; runtime::CacheSlots reference_cache_; std::optional uncached_reference_; runtime::StreamingAudioController stream_audio_; }; } // namespace engine::models::higgs_audio_tts