stratum-dsp 1.0.0

Professional-grade audio analysis engine for DJ applications: BPM detection, key detection, and beat tracking
Documentation 
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//! ML refinement pipeline (Phase 2)
//!
//! Feature-gated behind `--features ml`.
//!
//! Phase 1 intentionally ships without ML refinement; the current analysis pipeline is purely
//! signal-processing based. This module reserves the integration point for Phase 2.

use crate::analysis::result::AnalysisResult;

/// Refine analysis result with ML model
///
/// # Arguments
///
/// * `initial_result` - Initial analysis result
/// * `features` - Feature vector
/// * `model` - ONNX model
///
/// # Returns
///
/// Refined analysis result
pub fn refine_with_ml(
    _initial_result: &AnalysisResult,
    _features: &[f32],
    _model: &super::onnx_model::OnnxModel,
) -> Result<AnalysisResult, crate::error::AnalysisError> {
    log::debug!("Refining analysis with ML model");
    Err(crate::error::AnalysisError::NotImplemented(
        "Phase 2: ML refinement not yet implemented (enable during ML integration)".to_string(),
    ))
}