audio-reactive-led-strip/python/visualize.py

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from __future__ import print_function
import time
import numpy as np
from scipy.ndimage.filters import gaussian_filter1d
import dsp
import led
import microphone as mic
# Settings for beat detection
dsp.ys_beat_threshold = 1.8
dsp.ys_variance_threshold = 0.1
# List of beats currently visible on the LED strip
visible_beats = np.array([])
class Beat:
def __init__(self, pixels, speed):
self.pixels = pixels
self.speed = float(speed)
self.zeros = np.zeros(len(pixels))
self.iteration = 0
def update_pixels(self):
self.iteration += 1
self.speed = max(0.95 * self.speed, 1.0)
self.pixels = np.roll(self.pixels, int(self.speed))
self.pixels[:int(self.speed)] = 0.0
s = self.iteration / led.N_pixels
self.pixels = gaussian_filter1d(self.pixels, s, mode='constant')
self.pixels = np.round(self.pixels, decimals=1)
def finished(self):
return (self.pixels == self.zeros).all()
prev_dir = True
def shooting_beats(beats):
global visible_beats
N_beats = len(beats[beats == True])
# Settings
max_speed = 3
max_length = 24
if N_beats > 0:
# Fraction of beats that have been detected
beat_power = float(N_beats) / dsp.N_subbands
# Speed
beat_speed = min(N_beats, max_speed)
# Brightness
beat_brightness = min(beat_power * 255.0, 255.0)
# Length
beat_length = int(np.sqrt(beat_power) * max_length)
# Pixels
beat_pixels = np.zeros(led.N_pixels / 2)
beat_pixels[:beat_length] = beat_brightness
beat_pixels = gaussian_filter1d(beat_pixels, 0.5, mode='reflect')
# Create the beat
beat = Beat(pixels=beat_pixels, speed=beat_speed)
# Assign direction
# beat.is_left = np.random.random() > 0.5
global prev_dir
beat.is_left = not prev_dir
prev_dir = not prev_dir
visible_beats = np.append(visible_beats, beat)
# Clear pixels and add beats
remaining_beats = []
pixels_L = np.zeros(led.N_pixels / 2)
pixels_R = np.zeros(led.N_pixels / 2)
for i in range(len(visible_beats)):
if visible_beats[i].is_left:
pixels_L += visible_beats[i].pixels
else:
pixels_R += visible_beats[i].pixels
visible_beats[i].update_pixels()
if not visible_beats[i].finished():
remaining_beats.append(visible_beats[i])
# Enforce value limits
pixels_L = np.clip(pixels_L, 0.0, 255.0)
pixels_R = np.clip(pixels_R, 0.0, 255.0)
# Only keep the beats that are still visible on the LED strip
visible_beats = np.array(remaining_beats)
# Update the LED values
led.set_from_array(np.append(pixels_L[::-1], pixels_R))
def microphone_update(stream):
data = np.fromstring(stream.read(mic.CHUNK), dtype=np.int16) / (2.0**15)
data = np.diff(data)
data = np.append(data, data[-1])
xs, ys = dsp.fft_log_partition(data=data, subbands=dsp.N_subbands)
beats = dsp.beat_detect(ys)
# print('Beats:', len(beats[beats == True]))
shooting_beats(beats)
if __name__ == "__main__":
mic.start_stream(microphone_update)