use makepad_ai_notes::config::{AUDIO_N_SAMPLES, SAMPLE_RATE}; use makepad_ai_notes::{NotesModel, MODEL_FILE}; use std::path::{Path, PathBuf}; fn checkpoint() -> PathBuf { Path::new(env!("CARGO_MANIFEST_DIR")) .join("../../../../local/models/weights/basic_pitch/nmp.onnx") } fn frequency(midi: f64) -> f64 { 440.0 * 2.0f64.powf((midi - 69.0) / 12.0) } fn attacked_sine(midi: f64, seconds: f64) -> Vec { let samples = (seconds * SAMPLE_RATE as f64).round() as usize; (0..samples) .map(|index| { let time = index as f64 / SAMPLE_RATE as f64; let attack = (time / 0.008).min(1.0); let release = ((seconds - time) / 0.015).clamp(0.0, 1.0); (0.75 * attack * release * (std::f64::consts::TAU * frequency(midi) * time).sin()) as f32 }) .collect() } fn has_note_near(notes: &[makepad_ai_notes::NoteEvent], midi: u8, start: f64) -> bool { notes .iter() .any(|note| note.midi == midi && (note.start_secs - start).abs() <= 0.040) } #[test] fn silence_produces_no_notes() { let mut model = NotesModel::load(checkpoint()).unwrap(); let result = model.transcribe(&vec![0.0; AUDIO_N_SAMPLES]).unwrap(); assert!(result.notes.is_empty()); } #[test] fn four_note_bass_line_has_expected_pitches_and_onsets() { let mut audio = Vec::new(); for midi in [28.0, 33.0, 38.0, 43.0] { audio.extend(attacked_sine(midi, 0.5)); } let mut model = NotesModel::load(checkpoint()).unwrap(); let result = model.transcribe(&audio).unwrap(); assert_eq!(result.notes.len(), 4, "unexpected bass notes: {:?}", result.notes); for (midi, start) in [(28, 0.0), (33, 0.5), (38, 1.0), (43, 1.5)] { assert!( has_note_near(&result.notes, midi, start), "missing MIDI {midi} near {start:.2}s; got {:?}", result.notes ); } } #[test] fn c_major_triad_is_simultaneous() { let voices = [attacked_sine(60.0, 0.7), attacked_sine(64.0, 0.7), attacked_sine(67.0, 0.7)]; let mut audio = vec![0.0f32; voices[0].len()]; for voice in voices { for (sample, value) in audio.iter_mut().zip(voice) { *sample += value / 3.0; } } let mut model = NotesModel::load(checkpoint()).unwrap(); let result = model.transcribe(&audio).unwrap(); assert_eq!(result.notes.len(), 3, "unexpected triad notes: {:?}", result.notes); for midi in [60, 64, 67] { assert!( has_note_near(&result.notes, midi, 0.0), "missing triad MIDI {midi}; got {:?}", result.notes ); } } #[test] fn one_semitone_glide_has_rising_bends() { let seconds = 0.8; let samples = (seconds * SAMPLE_RATE as f64) as usize; let mut phase = 0.0f64; let mut audio = Vec::with_capacity(samples); for index in 0..samples { let time = index as f64 / SAMPLE_RATE as f64; let midi = 45.0 + time / seconds; phase += std::f64::consts::TAU * frequency(midi) / SAMPLE_RATE as f64; let envelope = (time / 0.008).min(1.0) * ((seconds - time) / 0.015).clamp(0.0, 1.0); audio.push((0.75 * envelope * phase.sin()) as f32); } let mut model = NotesModel::load(checkpoint()).unwrap(); let result = model.transcribe(&audio).unwrap(); let note = result .notes .iter() .filter(|note| note.midi == 45 || note.midi == 46) .max_by(|a, b| a.end_secs.total_cmp(&b.end_secs)) .unwrap_or_else(|| panic!("missing gliding A; got {:?}", result.notes)); let reversals = note.bends.windows(2).filter(|pair| pair[1] < pair[0]).count(); assert!(reversals <= 1, "non-rising bend trend: {:?}", note.bends); assert!(note.bends.last().unwrap_or(&0.0) > note.bends.first().unwrap_or(&0.0)); } #[test] fn overlap_seam_does_not_duplicate_a_sustained_note() { let audio = attacked_sine(45.0, 2.4); let mut model = NotesModel::load(checkpoint()).unwrap(); let result = model.transcribe(&audio).unwrap(); let long_a_notes = result .notes .iter() .filter(|note| note.midi == 45 && note.end_secs - note.start_secs > 0.4) .count(); assert_eq!(long_a_notes, 1, "seam duplicated A2: {:?}", result.notes); } #[test] fn model_file_constant_matches_registry_cache_name() { assert_eq!(MODEL_FILE, "basic_pitch_nmp.onnx"); }