extern crate dft; #[derive(Clone, Debug)] pub struct FrequencyBucket { pub min_freq: f64, pub max_freq: f64, pub intensity: f64 } pub fn fft(input: Vec, sample_rate: f64) -> Vec { let frames = input.len(); let plan = dft::Plan::new(dft::Operation::Forward, frames); let mut intensities = input.clone(); dft::transform(&mut intensities, &plan); let frequency_resolution = sample_rate / 2.0 / frames as f64; intensities.iter().enumerate().map(|(index, &value)| { let index = index as f64; FrequencyBucket { min_freq: index * frequency_resolution, max_freq: (index+1.0) * frequency_resolution, intensity: value } }).collect() } #[test] fn fft_on_sine_wave() { use std::f64::consts; let sample_rate = 44100.0 as f64; let amplitude = 1.0 as f64; let frames = 16384; let frequency = 10000.0 as f64; //10KHz let samples = (0..frames) .map(|x| { let t = x as f64 / sample_rate; (2.0 as f64 * consts::PI * frequency * t).sin() * amplitude }).collect(); let result = fft(samples, sample_rate); let peak = result.iter() .fold(None as Option, |max, next| if max.is_none() || max.clone().unwrap().intensity < next.intensity { Some(next.clone()) } else { max } ).unwrap(); println!("{:?}", peak); assert!(peak.min_freq <= frequency); assert!(peak.max_freq >= frequency); }