aprender-core 0.29.3

Next-generation machine learning library in pure Rust
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pub(crate) use super::*;

// ============================================================
// VadConfig Tests
// ============================================================

#[test]
fn test_vad_config_default() {
    let config = VadConfig::default();
    assert!((config.energy_threshold - 0.01).abs() < f32::EPSILON);
    assert_eq!(config.min_speech_duration_ms, 250);
    assert_eq!(config.min_silence_duration_ms, 300);
    assert_eq!(config.frame_size, 512);
    assert_eq!(config.hop_size, 256);
}

#[test]
fn test_vad_config_validate_valid() {
    let config = VadConfig::default();
    assert!(config.validate().is_ok());
}

#[test]
fn test_vad_config_validate_energy_threshold_negative() {
    let config = VadConfig {
        energy_threshold: -0.1,
        ..Default::default()
    };
    let err = config.validate().unwrap_err();
    assert!(matches!(err, SpeechError::InvalidConfig(_)));
    assert!(err.to_string().contains("energy_threshold"));
}

#[test]
fn test_vad_config_validate_energy_threshold_too_high() {
    let config = VadConfig {
        energy_threshold: 1.5,
        ..Default::default()
    };
    let err = config.validate().unwrap_err();
    assert!(matches!(err, SpeechError::InvalidConfig(_)));
}

#[test]
fn test_vad_config_validate_frame_size_zero() {
    let config = VadConfig {
        frame_size: 0,
        ..Default::default()
    };
    let err = config.validate().unwrap_err();
    assert!(matches!(err, SpeechError::InvalidConfig(_)));
    assert!(err.to_string().contains("frame_size"));
}

#[test]
fn test_vad_config_validate_hop_size_zero() {
    let config = VadConfig {
        hop_size: 0,
        ..Default::default()
    };
    let err = config.validate().unwrap_err();
    assert!(matches!(err, SpeechError::InvalidConfig(_)));
    assert!(err.to_string().contains("hop_size"));
}

#[test]
fn test_vad_config_validate_hop_size_exceeds_frame_size() {
    let config = VadConfig {
        frame_size: 256,
        hop_size: 512,
        ..Default::default()
    };
    let err = config.validate().unwrap_err();
    assert!(matches!(err, SpeechError::InvalidConfig(_)));
    assert!(err.to_string().contains("hop_size"));
}

#[test]
fn test_vad_config_boundary_values() {
    // Energy threshold at boundaries
    let config = VadConfig {
        energy_threshold: 0.0,
        ..Default::default()
    };
    assert!(config.validate().is_ok());

    let config = VadConfig {
        energy_threshold: 1.0,
        ..Default::default()
    };
    assert!(config.validate().is_ok());

    // Hop size equal to frame size is valid
    let config = VadConfig {
        frame_size: 256,
        hop_size: 256,
        ..Default::default()
    };
    assert!(config.validate().is_ok());
}

// ============================================================
// VoiceSegment Tests
// ============================================================

#[test]
fn test_voice_segment_new() {
    let segment = VoiceSegment::new(1.0, 2.5, 0.3);
    assert!((segment.start - 1.0).abs() < f64::EPSILON);
    assert!((segment.end - 2.5).abs() < f64::EPSILON);
    assert!((segment.energy - 0.3).abs() < f32::EPSILON);
}

#[test]
fn test_voice_segment_duration() {
    let segment = VoiceSegment::new(1.0, 3.5, 0.5);
    assert!((segment.duration() - 2.5).abs() < f64::EPSILON);
}

#[test]
fn test_voice_segment_zero_duration() {
    let segment = VoiceSegment::new(1.0, 1.0, 0.5);
    assert!((segment.duration()).abs() < f64::EPSILON);
}

// ============================================================
// Vad Construction Tests
// ============================================================

#[test]
fn test_vad_new_valid_config() {
    let config = VadConfig::default();
    let vad = Vad::new(config);
    assert!(vad.is_ok());
}

#[test]
fn test_vad_new_invalid_config() {
    let config = VadConfig {
        energy_threshold: -1.0,
        ..Default::default()
    };
    let vad = Vad::new(config);
    assert!(vad.is_err());
}

#[test]
fn test_vad_with_defaults() {
    let vad = Vad::with_defaults();
    assert!(vad.is_ok());
    let vad = vad.expect("default config should be valid");
    assert!((vad.config().energy_threshold - 0.01).abs() < f32::EPSILON);
}

#[test]
fn test_vad_config_accessor() {
    let config = VadConfig {
        energy_threshold: 0.05,
        ..Default::default()
    };
    let vad = Vad::new(config.clone()).expect("valid config");
    assert_eq!(vad.config(), &config);
}

// ============================================================
// Vad::detect() Input Validation Tests
// ============================================================

#[test]
fn test_vad_detect_zero_sample_rate() {
    let vad = Vad::with_defaults().expect("valid config");
    let samples = vec![0.0f32; 1024];
    let result = vad.detect(&samples, 0);
    assert!(result.is_err());
    let err = result.unwrap_err();
    assert!(matches!(err, SpeechError::InvalidAudio(_)));
    assert!(err.to_string().contains("sample_rate"));
}

#[test]
fn test_vad_detect_empty_samples() {
    let vad = Vad::with_defaults().expect("valid config");
    let samples: Vec<f32> = vec![];
    let result = vad.detect(&samples, 16000);
    assert!(result.is_err());
    let err = result.unwrap_err();
    assert!(matches!(err, SpeechError::InvalidAudio(_)));
    assert!(err.to_string().contains("empty"));
}

#[test]
fn test_vad_detect_insufficient_samples() {
    let config = VadConfig {
        frame_size: 512,
        ..Default::default()
    };
    let vad = Vad::new(config).expect("valid config");
    let samples = vec![0.0f32; 256]; // Less than frame_size
    let result = vad.detect(&samples, 16000);
    assert!(result.is_err());
    let err = result.unwrap_err();
    assert!(matches!(
        err,
        SpeechError::InsufficientSamples {
            required: 512,
            provided: 256
        }
    ));
}

// ============================================================
// Vad::detect() Core Functionality Tests
// ============================================================

#[test]
fn test_vad_detect_silence() {
    let vad = Vad::with_defaults().expect("valid config");
    let samples = vec![0.0f32; 16000]; // 1 second of silence at 16kHz
    let segments = vad
        .detect(&samples, 16000)
        .expect("detection should succeed");
    assert!(
        segments.is_empty(),
        "No speech should be detected in silence"
    );
}

#[test]
fn test_vad_detect_constant_low_energy() {
    let vad = Vad::with_defaults().expect("valid config");
    // Very low amplitude noise (below default threshold of 0.01)
    let samples: Vec<f32> = (0..16000).map(|_| 0.001).collect();
    let segments = vad
        .detect(&samples, 16000)
        .expect("detection should succeed");
    assert!(
        segments.is_empty(),
        "Low energy should not trigger detection"
    );
}

#[test]
fn test_vad_detect_loud_signal() {
    let config = VadConfig {
        energy_threshold: 0.01,
        min_speech_duration_ms: 100,
        min_silence_duration_ms: 100,
        frame_size: 160,
        hop_size: 80,
    };
    let vad = Vad::new(config).expect("valid config");

    // Generate 500ms of loud signal at 16kHz
    let sample_rate = 16000;
    let duration_samples = sample_rate / 2; // 500ms
    let samples: Vec<f32> = (0..duration_samples)
        .map(|i| {
            // 440Hz sine wave at 0.5 amplitude
            let t = i as f32 / sample_rate as f32;
            0.5 * (2.0 * std::f32::consts::PI * 440.0 * t).sin()
        })
        .collect();

    let segments = vad
        .detect(&samples, sample_rate)
        .expect("detection should succeed");
    assert!(
        !segments.is_empty(),
        "Speech should be detected in loud signal"
    );

    // Should have one continuous segment
    assert_eq!(segments.len(), 1);

    // Segment should cover most of the audio
    let segment = &segments[0];
    assert!(segment.start < 0.1, "Segment should start near beginning");
    assert!(segment.duration() > 0.3, "Segment should be at least 300ms");
}

#[test]
fn test_vad_detect_speech_in_middle() {
    let config = VadConfig {
        energy_threshold: 0.01,
        min_speech_duration_ms: 100,
        min_silence_duration_ms: 100,
        frame_size: 160,
        hop_size: 80,
    };
    let vad = Vad::new(config).expect("valid config");
    let sample_rate: u32 = 16000;
    let half_sec = (sample_rate / 2) as usize;

    // 500ms silence + 500ms speech + 500ms silence
    let mut samples = vec![0.0f32; half_sec]; // 500ms silence

    // 500ms of speech (sine wave)
    for i in 0..half_sec {
        let t = i as f32 / sample_rate as f32;
        samples.push(0.5 * (2.0 * std::f32::consts::PI * 440.0 * t).sin());
    }

    samples.extend(vec![0.0f32; half_sec]); // 500ms silence

    let segments = vad
        .detect(&samples, sample_rate)
        .expect("detection should succeed");
    assert_eq!(
        segments.len(),
        1,
        "Should detect exactly one speech segment"
    );

    let segment = &segments[0];
    // Speech starts around 500ms
    assert!(
        segment.start > 0.4 && segment.start < 0.6,
        "Segment should start around 0.5s"
    );
    // Speech ends around 1000ms
    assert!(
        segment.end > 0.9 && segment.end < 1.1,
        "Segment should end around 1.0s"
    );
}

#[test]
fn test_vad_detect_multiple_segments() {
    let config = VadConfig {
        energy_threshold: 0.01,
        min_speech_duration_ms: 100,
        min_silence_duration_ms: 200,
        frame_size: 160,
        hop_size: 80,
    };
    let vad = Vad::new(config).expect("valid config");
    let sample_rate: u32 = 16000;
    let samples_300ms = (sample_rate * 3 / 10) as usize;
    let samples_400ms = (sample_rate * 4 / 10) as usize;

    let mut samples = Vec::new();

    // First speech segment: 300ms
    for i in 0..samples_300ms {
        let t = i as f32 / sample_rate as f32;
        samples.push(0.5 * (2.0 * std::f32::consts::PI * 440.0 * t).sin());
    }

    // Silence: 400ms (longer than min_silence_duration_ms)
    samples.extend(vec![0.0f32; samples_400ms]);

    // Second speech segment: 300ms
    for i in 0..samples_300ms {
        let t = i as f32 / sample_rate as f32;
        samples.push(0.5 * (2.0 * std::f32::consts::PI * 440.0 * t).sin());
    }

    let segments = vad
        .detect(&samples, sample_rate)
        .expect("detection should succeed");
    assert_eq!(segments.len(), 2, "Should detect two speech segments");

    // First segment should be near the beginning
    assert!(segments[0].start < 0.1);
    // Second segment should be after the silence gap
    assert!(segments[1].start > 0.6);
}

#[test]
fn test_vad_detect_short_speech_filtered() {
    let config = VadConfig {
        energy_threshold: 0.01,
        min_speech_duration_ms: 500, // Require at least 500ms
        min_silence_duration_ms: 100,
        frame_size: 160,
        hop_size: 80,
    };
    let vad = Vad::new(config).expect("valid config");
    let sample_rate: u32 = 16000;

    // Only 200ms of speech (shorter than min_speech_duration_ms)
    let duration_samples = (sample_rate / 5) as usize; // 200ms
    let samples: Vec<f32> = (0..duration_samples)
        .map(|i| {
            let t = i as f32 / sample_rate as f32;
            0.5 * (2.0 * std::f32::consts::PI * 440.0 * t).sin()
        })
        .collect();

    let segments = vad
        .detect(&samples, sample_rate)
        .expect("detection should succeed");
    assert!(
        segments.is_empty(),
        "Short speech segments should be filtered out"
    );
}

#[test]
fn test_vad_detect_speech_at_end() {
    let config = VadConfig {
        energy_threshold: 0.01,
        min_speech_duration_ms: 100,
        min_silence_duration_ms: 100,
        frame_size: 160,
        hop_size: 80,
    };
    let vad = Vad::new(config).expect("valid config");
    let sample_rate: u32 = 16000;
    let half_sec = (sample_rate / 2) as usize;

    // 500ms silence + 500ms speech (no trailing silence)
    let mut samples = vec![0.0f32; half_sec];

    for i in 0..half_sec {
        let t = i as f32 / sample_rate as f32;
        samples.push(0.5 * (2.0 * std::f32::consts::PI * 440.0 * t).sin());
    }

    let segments = vad
        .detect(&samples, sample_rate)
        .expect("detection should succeed");
    assert_eq!(segments.len(), 1, "Should detect speech at end");

    let segment = &segments[0];
    assert!(
        segment.end > 0.9,
        "Segment should extend to near end of audio"
    );
}

// ============================================================
// Vad::compute_frame_energy Tests
// ============================================================

#[test]
fn test_compute_frame_energy_silence() {
    let frame = vec![0.0f32; 512];
    let energy = Vad::compute_frame_energy(&frame);
    assert!(
        energy.abs() < f32::EPSILON,
        "Silence should have zero energy"
    );
}

#[path = "tests_energy.rs"]
mod tests_energy;