// Puberty Simulator: the next generation in voice change simulation technology // Copyright (C) 2022 Robbert van der Helm // // This program is free software: you can redistribute it and/or modify // it under the terms of the GNU General Public License as published by // the Free Software Foundation, either version 3 of the License, or // (at your option) any later version. // // This program is distributed in the hope that it will be useful, // but WITHOUT ANY WARRANTY; without even the implied warranty of // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the // GNU General Public License for more details. // // You should have received a copy of the GNU General Public License // along with this program. If not, see . use nih_plug::prelude::*; use realfft::num_complex::Complex32; use realfft::{ComplexToReal, RealFftPlanner, RealToComplex}; use std::f32; use std::sync::Arc; const MIN_WINDOW_ORDER: usize = 6; #[allow(dead_code)] const MIN_WINDOW_SIZE: usize = 1 << MIN_WINDOW_ORDER; // 64 const DEFAULT_WINDOW_ORDER: usize = 10; #[allow(dead_code)] const DEFAULT_WINDOW_SIZE: usize = 1 << DEFAULT_WINDOW_ORDER; // 1024 const MAX_WINDOW_ORDER: usize = 15; const MAX_WINDOW_SIZE: usize = 1 << MAX_WINDOW_ORDER; // 32768 const MIN_OVERLAP_ORDER: usize = 2; #[allow(dead_code)] const MIN_OVERLAP_TIMES: usize = 2 << MIN_OVERLAP_ORDER; // 4 const DEFAULT_OVERLAP_ORDER: usize = 3; #[allow(dead_code)] const DEFAULT_OVERLAP_TIMES: usize = 1 << DEFAULT_OVERLAP_ORDER; // 4 const MAX_OVERLAP_ORDER: usize = 5; #[allow(dead_code)] const MAX_OVERLAP_TIMES: usize = 1 << MAX_OVERLAP_ORDER; // 32 struct PubertySimulator { params: Arc, /// An adapter that performs most of the overlap-add algorithm for us. stft: util::StftHelper, /// Contains a Hann window function of the current window length, passed to the overlap-add /// helper. Allocated with a `MAX_WINDOW_SIZE` initial capacity. window_function: Vec, /// The algorithms for the FFT and IFFT operations, for each supported order so we can switch /// between them without replanning or allocations. Initialized during `initialize()`. plan_for_order: Option<[Plan; MAX_WINDOW_ORDER - MIN_WINDOW_ORDER + 1]>, /// The output of our real->complex FFT. complex_fft_buffer: Vec, } /// A plan for a specific window size, all of which will be precomputed during initilaization. struct Plan { /// The algorithm for the FFT operation. r2c_plan: Arc>, /// The algorithm for the IFFT operation. c2r_plan: Arc>, } #[derive(Params)] struct PubertySimulatorParams { /// The pitch change in octaves. #[id = "pitch"] pitch_octaves: FloatParam, /// The size of the FFT window as a power of two (to prevent invalid inputs). #[id = "wndsz"] window_size_order: IntParam, /// The amount of overlap to use in the overlap-add algorithm as a power of two (again to /// prevent invalid inputs). #[id = "ovrlap"] overlap_times_order: IntParam, /// The type of broken pitch shifting to apply. #[id = "mode"] mode: EnumParam, } #[derive(Enum, Debug, PartialEq)] enum PitchShiftingMode { /// Directly linearly interpolate sine and cosine waves from different bins. This obviously /// sounds very bad, but it also sounds kind of hilarious. #[id = "interpolated-rectangular"] #[name = "Very broken"] InterpolateRectangular, /// The same as `InterpolateRectangular`, but interpolating the polar forms instead. This sounds /// slightly better, which actually ends up making it sound a lot worse. #[id = "interpolated-polar"] #[name = "Also very broken"] InterpolatePolar, } impl Default for PubertySimulator { fn default() -> Self { Self { params: Arc::new(PubertySimulatorParams::default()), stft: util::StftHelper::new(2, MAX_WINDOW_SIZE, 0), window_function: Vec::with_capacity(MAX_WINDOW_SIZE), plan_for_order: None, complex_fft_buffer: Vec::with_capacity(MAX_WINDOW_SIZE / 2 + 1), } } } impl Default for PubertySimulatorParams { fn default() -> Self { let power_of_two_val2str = formatters::v2s_i32_power_of_two(); let power_of_two_str2val = formatters::s2v_i32_power_of_two(); Self { pitch_octaves: FloatParam::new( "Pitch", -1.0, FloatRange::SymmetricalSkewed { min: -5.0, max: 5.0, factor: FloatRange::skew_factor(-2.0), center: 0.0, }, ) // This doesn't need smoothing to prevent zippers because we're already going // overlap-add, but sounds kind of slick .with_smoother(SmoothingStyle::Linear(100.0)) .with_unit(" Octaves") .with_value_to_string(formatters::v2s_f32_rounded(2)), window_size_order: IntParam::new( "Window Size", DEFAULT_WINDOW_ORDER as i32, IntRange::Linear { min: MIN_WINDOW_ORDER as i32, max: MAX_WINDOW_ORDER as i32, }, ) .with_value_to_string(power_of_two_val2str.clone()) .with_string_to_value(power_of_two_str2val.clone()), overlap_times_order: IntParam::new( "Window Overlap", DEFAULT_OVERLAP_ORDER as i32, IntRange::Linear { min: MIN_OVERLAP_ORDER as i32, max: MAX_OVERLAP_ORDER as i32, }, ) .with_value_to_string(power_of_two_val2str) .with_string_to_value(power_of_two_str2val), mode: EnumParam::new("Mode", PitchShiftingMode::InterpolateRectangular), } } } impl Plugin for PubertySimulator { const NAME: &'static str = "Puberty Simulator"; const VENDOR: &'static str = "Robbert van der Helm"; const URL: &'static str = env!("CARGO_PKG_HOMEPAGE"); const EMAIL: &'static str = "mail@robbertvanderhelm.nl"; const VERSION: &'static str = env!("CARGO_PKG_VERSION"); const DEFAULT_INPUT_CHANNELS: u32 = 2; const DEFAULT_OUTPUT_CHANNELS: u32 = 2; type BackgroundTask = (); fn params(&self) -> Arc { self.params.clone() } fn accepts_bus_config(&self, config: &BusConfig) -> bool { // We'll only do stereo for simplicity's sake config.num_input_channels == config.num_output_channels && config.num_input_channels == 2 } fn initialize( &mut self, _bus_config: &BusConfig, _buffer_config: &BufferConfig, context: &mut impl InitContext, ) -> bool { // Planning with RustFFT is very fast, but it will still allocate we we'll plan all of the // FFTs we might need in advance if self.plan_for_order.is_none() { let mut planner = RealFftPlanner::new(); let plan_for_order: Vec = (MIN_WINDOW_ORDER..=MAX_WINDOW_ORDER) .map(|order| Plan { r2c_plan: planner.plan_fft_forward(1 << order), c2r_plan: planner.plan_fft_inverse(1 << order), }) .collect(); self.plan_for_order = Some( plan_for_order .try_into() .unwrap_or_else(|_| panic!("Mismatched plan orders")), ); } // Normally we'd also initialize the STFT helper for the correct channel count here, but we // only do stereo so that's not necessary let window_size = self.window_size(); if self.window_function.len() != window_size { self.resize_for_window(window_size); context.set_latency_samples(self.stft.latency_samples()); } true } fn reset(&mut self) { // This zeroes out the buffers self.stft.set_block_size(self.window_size()); } fn process( &mut self, buffer: &mut Buffer, _aux: &mut AuxiliaryBuffers, context: &mut impl ProcessContext, ) -> ProcessStatus { // Compensate for the window function, the overlap, and the extra gain introduced by the // IDFT operation let window_size = self.window_size(); let overlap_times = self.overlap_times(); let sample_rate = context.transport().sample_rate; // The overlap gain compensation is based on a squared Hann window, which will sum perfectly // at four times overlap or higher. We'll apply a regular Hann window before the analysis // and after the synthesis. let gain_compensation: f32 = ((overlap_times as f32 / 4.0) * 1.5).recip() / window_size as f32; // If the window size has changed since the last process call, reset the buffers and chance // our latency. All of these buffers already have enough capacity if self.window_function.len() != window_size { self.resize_for_window(window_size); context.set_latency_samples(self.stft.latency_samples()); } // These plans have already been made during initialization we can switch between versions // without reallocating let fft_plan = &mut self.plan_for_order.as_mut().unwrap() [self.params.window_size_order.value() as usize - MIN_WINDOW_ORDER]; let mut smoothed_pitch_value = 0.0; self.stft .process_overlap_add(buffer, overlap_times, |channel_idx, real_fft_buffer| { // This loop runs whenever there's a block ready, so we can't easily do any post- or // pre-processing without muddying up the interface. But if this is channel 0, then // we're dealing with a new block. We'll use this for our parameter smoothing. if channel_idx == 0 { smoothed_pitch_value = self .params .pitch_octaves .smoothed .next_step((window_size / overlap_times) as u32); } // Negated because pitching down should cause us to take values from higher frequency bins let frequency_multiplier = 2.0f32.powf(-smoothed_pitch_value); // We'll window the input with a Hann function to avoid spectral leakage util::window::multiply_with_window(real_fft_buffer, &self.window_function); // RustFFT doesn't actually need a scratch buffer here, so we'll pass an empty // buffer instead fft_plan .r2c_plan .process_with_scratch(real_fft_buffer, &mut self.complex_fft_buffer, &mut []) .unwrap(); // TODO: Move this to helper functions. These functions capture a lot of variables // here so that might require some work. And branch preductors are probably // good enough to be able to put the match inside of the `process_bin` // function, but it seems preferable to have it outside of the loop. let num_bins = self.complex_fft_buffer.len(); match self.params.mode.value() { PitchShiftingMode::InterpolateRectangular => { // This simply interpolates the sine and cosine waves composing the complex // sinusoids from the frequency bins to neighbouring frequency bins scaled // by the octave pitch multiplies. The iteration order dependson the pitch // shifting direction since we're doing it in place. let mut process_bin = |bin_idx| { let frequency = bin_idx as f32 / window_size as f32 * sample_rate; let target_frequency = frequency * frequency_multiplier; // Simple linear interpolation let target_bin = target_frequency / sample_rate * window_size as f32; let target_bin_floor = target_bin.floor() as usize; let target_bin_ceil = target_bin.ceil() as usize; let target_floor_t = target_bin % 1.0; let target_ceil_t = 1.0 - target_floor_t; let target_floor = self .complex_fft_buffer .get(target_bin_floor) .copied() .unwrap_or_default(); let target_ceil = self .complex_fft_buffer .get(target_bin_ceil) .copied() .unwrap_or_default(); self.complex_fft_buffer[bin_idx] = (target_floor * target_floor_t + target_ceil * target_ceil_t) * 3.0 // Random extra gain, not sure * gain_compensation; }; if frequency_multiplier >= 1.0 { for bin_idx in 0..num_bins { process_bin(bin_idx); } } else { for bin_idx in (0..num_bins).rev() { process_bin(bin_idx); } } } PitchShiftingMode::InterpolatePolar => { // Same as the above, but interpolating in the polar form instead. While // this does sound more correct it doesn't sound nearly as hilarious, and it // just sounds bad at this point. But maybe there's some use for this. let mut process_bin = |bin_idx| { let frequency = bin_idx as f32 / window_size as f32 * sample_rate; let target_frequency = frequency * frequency_multiplier; // Simple linear interpolation let target_bin = target_frequency / sample_rate * window_size as f32; let target_bin_floor = target_bin.floor() as usize; let target_bin_ceil = target_bin.ceil() as usize; let target_floor_t = target_bin % 1.0; let target_ceil_t = 1.0 - target_floor_t; let target_floor = self .complex_fft_buffer .get(target_bin_floor) .copied() .unwrap_or_default(); let target_ceil = self .complex_fft_buffer .get(target_bin_ceil) .copied() .unwrap_or_default(); let target_floor_magnitude = target_floor.norm(); let target_floor_phase = target_floor.arg(); let target_ceil_magnitude = target_ceil.norm(); let target_ceil_phase = target_ceil.arg(); self.complex_fft_buffer[bin_idx] = Complex32::from_polar( (target_floor_magnitude * target_floor_t) + (target_ceil_magnitude * target_ceil_t), (target_floor_phase * target_floor_t) + (target_ceil_phase * target_ceil_t), ) * 3.0 // Random extra gain, not sure * gain_compensation; }; if frequency_multiplier >= 1.0 { for bin_idx in 0..num_bins { process_bin(bin_idx); } } else { for bin_idx in (0..num_bins).rev() { process_bin(bin_idx); } } } } // Make sure the imaginary components on the first and last bin are zero self.complex_fft_buffer[0].im = 0.0; self.complex_fft_buffer[num_bins - 1].im = 0.0; // Inverse FFT back into the scratch buffer. This will be added to a ring buffer // which gets written back to the host at a one block delay. fft_plan .c2r_plan .process_with_scratch(&mut self.complex_fft_buffer, real_fft_buffer, &mut []) .unwrap(); // Apply the window function once more to reduce time domain aliasing. The gain // compensation compensates for the squared Hann window that would be applied if we // didn't do any processing at all. util::window::multiply_with_window(real_fft_buffer, &self.window_function); }); ProcessStatus::Normal } } impl PubertySimulator { fn window_size(&self) -> usize { 1 << self.params.window_size_order.value() as usize } fn overlap_times(&self) -> usize { 1 << self.params.overlap_times_order.value() as usize } /// `window_size` should not exceed `MAX_WINDOW_SIZE` or this will allocate. fn resize_for_window(&mut self, window_size: usize) { // The FFT algorithms for this window size have already been planned self.stft.set_block_size(window_size); self.window_function.resize(window_size, 0.0); self.complex_fft_buffer .resize(window_size / 2 + 1, Complex32::default()); util::window::hann_in_place(&mut self.window_function); } } impl ClapPlugin for PubertySimulator { const CLAP_ID: &'static str = "nl.robbertvanderhelm.puberty-simulator"; const CLAP_DESCRIPTION: Option<&'static str> = Some("Simulates a pitched down cracking voice"); const CLAP_MANUAL_URL: Option<&'static str> = Some(Self::URL); const CLAP_SUPPORT_URL: Option<&'static str> = None; const CLAP_FEATURES: &'static [ClapFeature] = &[ ClapFeature::AudioEffect, ClapFeature::Stereo, ClapFeature::Glitch, ClapFeature::PitchShifter, ]; } impl Vst3Plugin for PubertySimulator { const VST3_CLASS_ID: [u8; 16] = *b"PubertySim..RvdH"; const VST3_CATEGORIES: &'static str = "Fx|Pitch Shift"; } nih_export_clap!(PubertySimulator); nih_export_vst3!(PubertySimulator);