feat(cw): add CwDeepDecoder wiring ONNX Runtime to the CW pipeline
组装完整解码链路: 麦克风 PCM -> 重采样 3200Hz -> 20 秒滚动缓冲 -> 频谱图 -> ONNX 推理 -> 贪心 CTC -> 文本。 ICwDecoder 放 core:domain (纯 Kotlin, UI 可直接依赖), 实现放 core:data (需要 Android Context 读 assets 及 ONNX Runtime 原生库)。 关键设计: - decodedText 是替换语义不是追加: 模型会随上下文增加改写先前字符, 追加 会把中间态 (BM -> BG7 -> BG7NTA) 永久留在屏幕上 - 推理用 Mutex.tryLock 串行化: 上一次未完成时直接跳过本周期, 慢设备不会 堆积任务导致 OOM - 推理在 Dispatchers.Default, 不阻塞音频采集线程 - 模型元数据从 model.onnx.json 读取 (字符表/blank 索引/输入输出名), 不在 代码里硬编码, 模型更新时无需改代码 - lastInferenceMs 打点: 手机实际推理耗时需真机实测 (估算系数待验证) - estimatedPitch 由频谱峰值 bin 反算, 仅供 UI 显示 —— 模型 400-1200Hz 固定窗自带定频, 不需要频谱峰值跟踪参与解码 - 模型加载失败时 errorMessage 置位 (旧内核已删, 无兜底可退) - close() 释放 OrtSession, 否则原生内存泄漏 验证: ./gradlew :core:data:compileDebugKotlin => BUILD SUCCESSFUL
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/*
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* Look4Sat. Amateur radio satellite tracker and pass predictor.
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* Copyright (C) 2019-2026 Arty Bishop and contributors.
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*
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* This program is free software: you can redistribute it and/or modify
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* it under the terms of the GNU General Public License as published by
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* the Free Software Foundation, either version 3 of the License, or
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* (at your option) any later version.
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*
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* This program is distributed in the hope that it will be useful,
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* but WITHOUT ANY WARRANTY; without even the implied warranty of
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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* GNU General Public License for more details.
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*
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* You should have received a copy of the GNU General Public License
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* along with this program. If not, see <https://www.gnu.org/licenses/>.
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*/
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package com.rtbishop.look4sat.core.domain.cw
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import kotlinx.coroutines.flow.StateFlow
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/**
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* A CW (Morse code) decoder fed with microphone PCM.
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*
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* Implementations live outside `core:domain` when they need platform APIs;
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* this contract stays pure Kotlin so the UI can depend on it directly.
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*/
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interface ICwDecoder {
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/**
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* Decoded text for display.
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*
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* Note this is **replace** semantics, not append: a whole-segment model
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* revises earlier characters as more audio arrives, so consumers must show
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* the current value rather than accumulating emissions.
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*/
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val decodedText: StateFlow<String>
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/** Detected tone frequency in Hz, or null before a tone is found. */
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val estimatedPitch: StateFlow<Float?>
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/** Relative signal strength in 0..1 for level meters. */
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val signalStrength: StateFlow<Float>
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/** Most recent inference duration in milliseconds, for diagnostics. */
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val lastInferenceMs: StateFlow<Int>
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/** Non-null when the decoder cannot run, for example the model failed to load. */
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val errorMessage: StateFlow<String?>
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/** Feed captured mono PCM in -1..1. Safe to call from a capture thread. */
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suspend fun processBuffer(samples: FloatArray, sampleRate: Int)
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/** Clear decoded text and buffered audio. */
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fun reset()
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/** Release native resources. Must be called when the decoder goes away. */
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fun close()
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}
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