| 264 | } |
| 265 | |
| 266 | void TempoAnalyzer::updateStability() { |
| 267 | if (mBPMHistory.size() < 5) { |
| 268 | mStability = 0.0f; |
| 269 | mIsStable = false; |
| 270 | mStableFrameCount = 0; |
| 271 | return; |
| 272 | } |
| 273 | |
| 274 | // Calculate variance of recent BPM estimates |
| 275 | float sum = 0.0f; |
| 276 | for (size i = 0; i < mBPMHistory.size(); i++) { |
| 277 | sum += mBPMHistory[i]; |
| 278 | } |
| 279 | float mean = sum / static_cast<float>(mBPMHistory.size()); |
| 280 | |
| 281 | float variance = 0.0f; |
| 282 | for (size i = 0; i < mBPMHistory.size(); i++) { |
| 283 | float diff = mBPMHistory[i] - mean; |
| 284 | variance += diff * diff; |
| 285 | } |
| 286 | variance /= static_cast<float>(mBPMHistory.size()); |
| 287 | |
| 288 | // Convert variance to stability score (low variance = high stability) |
| 289 | float stddev = fl::sqrt(variance); |
| 290 | mStability = fl::max(0.0f, 1.0f - (stddev / 10.0f)); |
| 291 | |
| 292 | // Check if stable |
| 293 | if (mStability >= mStabilityThreshold) { |
| 294 | mStableFrameCount++; |
| 295 | if (mStableFrameCount >= STABLE_FRAMES_REQUIRED) { |
| 296 | mIsStable = true; |
| 297 | } |
| 298 | } else { |
| 299 | mStableFrameCount = 0; |
| 300 | mIsStable = false; |
| 301 | } |
| 302 | } |
| 303 | |
| 304 | float TempoAnalyzer::calculateIntervalScore(u32 interval) { |
| 305 | float bpm = 60000.0f / static_cast<float>(interval); |