diff --git a/animation.py b/animation.py new file mode 100644 index 0000000..2c0ab97 --- /dev/null +++ b/animation.py @@ -0,0 +1,110 @@ +# from numpy.fft import fft +# from scipy import signal +# from scipy.fft import fftshift +# import matplotlib.pyplot as plt +# import numpy as np +import json +# from scipy.io import wavfile +# from os import path +# from pydub import AudioSegment +# from matplotlib.colors import Normalize +# import seaborn as sns +import numpy as np +import matplotlib.pyplot as plt +from matplotlib.animation import FuncAnimation + +import threading +from pydub.playback import play +from pydub import AudioSegment +import time + +import pandas as pd + +data_path = 'ch_wine.txt' +data = {} +with open(data_path, 'r') as infile: + data = json.load(infile) +pxx_data = data['Pxx'] +db_data = data['dB'] +freqs = data['freqs'] + +db_df = pd.DataFrame(np.asarray(pxx_data), index=freqs) +db_amp_slice = (db_df + min(db_df))[100:300].sum()#.rolling(window=1, min_periods=0).mean().fillna(0) + + +# plt.plot(db_amp_slice) +# plt.show() + + +# Plot Spec +# plt.imshow(db_df, aspect='auto', origin='lower') +# plt.show() +# exit() + +# Getting a single frequency's dB data over the course of audio +desired_frequency = 1000 +target_index = int((desired_frequency / max(freqs)) * len(freqs)) +# print(len(db_data[target_index])) + +# Animation Vars +size = 10 + +# Plot Stuff +fig = plt.figure(figsize=(7, 7)) +ax = fig.add_axes([0, 0, 1, 1], frameon=False) +ax.set_xlim(0, 1), ax.set_xticks([]) +ax.set_ylim(0, 1), ax.set_yticks([]) +scat = ax.scatter([0.5], [0.5], s=[size], lw=0.5, edgecolors=(0, 0, 0, 1), facecolors='blue')#, facecolors='none') + +ax.set_xlim(0, 1), ax.set_xticks([]) +ax.set_ylim(0, 1), ax.set_yticks([]) + +# Music stuff +sound = AudioSegment.from_wav("assets/Hozier - Cherry Wine - Cover (Fingerstyle Guitar).wav") +music_thread = threading.Thread(target=play, args=(sound,)) +song_length = sound.duration_seconds + +global music_start +music_start = 0 +def update(frame_number): + global music_start + + if frame_number == 0: + music_thread.start() + music_start = time.perf_counter() + + print('music_start', music_start) + i = (time.perf_counter() - music_start)/song_length + print('i', i) + print(len(db_amp_slice)) + i = round(i * len(db_amp_slice)) + print(frame_number, i) + + size = db_amp_slice[i] + # size = db_data[target_index][frame_number] + # if size > 1000: + # size = 1000 + # if size < 0: + # size = 0 + print('size', size) + scat.set_sizes([size]) + +animation = FuncAnimation(fig, update, interval=5) +plt.show() + + +print("closing program...") + + + + + + + + + + + + + + diff --git a/assets/100hz.wav b/assets/100hz.wav new file mode 100644 index 0000000..46133f4 Binary files /dev/null and b/assets/100hz.wav differ diff --git a/assets/Hozier - Cherry Wine - Cover (Fingerstyle Guitar).wav b/assets/Hozier - Cherry Wine - Cover (Fingerstyle Guitar).wav new file mode 100644 index 0000000..885adf1 Binary files /dev/null and b/assets/Hozier - Cherry Wine - Cover (Fingerstyle Guitar).wav differ diff --git a/assets/Shepard Tone.wav b/assets/Shepard Tone.wav new file mode 100644 index 0000000..7547c53 Binary files /dev/null and b/assets/Shepard Tone.wav differ diff --git a/main.py b/main.py index a233c89..f0b9585 100644 --- a/main.py +++ b/main.py @@ -7,88 +7,82 @@ from scipy.io import wavfile from os import path from pydub import AudioSegment +from matplotlib.colors import Normalize +# import seaborn as sns # import files -src = "assets/piano2.wav" -# dst = "test.wav" -dst = "assets/piano3.wav" +piano_3 = "assets/piano3.wav" +audio_tone = "assets/100hz.wav" +bread = "assets/bread.mp3" +shepard = "assets/Shepard Tone.wav" +wine = "assets/Hozier - Cherry Wine - Cover (Fingerstyle Guitar).wav" -print("converting to wav file...") -# sound = AudioSegment.from_mp3(src) + +# Code for converting Mp3 to Wav file. Need to add other conversions and type checking in the future. +# sound = AudioSegment.from_mp3(shepard) # sound = sound.set_channels(1) +# sound = sound.set_frame_rate(5000) # sample rate in kHz, higher sample rate, longer spectrogram computation takes # sound.export(dst, format="wav") -sound = AudioSegment.from_wav(src) -print(sound.duration_seconds) -sound = sound.set_channels(1) -sound = sound.set_frame_rate(5000) # sample rate in kHz -sound.export(dst, format="wav") - -print("importing wav file...") -sample_rate, samples = wavfile.read(dst) -print(f"sample_rate:\n{sample_rate}") -print(f"samples:\n{samples}") -print(len(samples)) -# sample_rate = len(samples) -# print(samples.tolist()) - - - -# ! -rng = np.random.default_rng() -# # Generate a test signal, a 2 Vrms sine wave whose frequency is slowly modulated around 3kHz, corrupted by white noise of exponentially decreasing magnitude sampled at 10 kHz. -fs = 10e3 -N = 1e5 -amp = 2 * np.sqrt(2) -noise_power = 0.01 * fs / 2 -time = np.arange(N) / float(fs) -mod = 500*np.cos(2*np.pi*0.25*time) -carrier = amp * np.sin(2*np.pi*3e3*time + mod) -noise = rng.normal(scale=np.sqrt(noise_power), size=time.shape) -noise *= np.exp(-time/5) -x = carrier + noise - -# Compute and plot the spectrogram. -f, t, Sxx = signal.spectrogram(x, fs) - -plt.pcolormesh(t, f, Sxx, shading='gouraud') -plt.ylabel('Frequency [Hz]') -plt.xlabel('Time [sec]') -plt.show() -# ! - -Pxx, freqs, bins, im = plt.specgram(samples, NFFT=1024, Fs=44100, noverlap=900) -# plt.yscale('log') +# AudioSegment.frame_rate +# sound = AudioSegment.from_mp3(bread) +# sound = sound.set_channels(1) +# sound = sound.set_frame_rate(5000) +# sample_rate = AudioSegment.frame_rate +# samples = sound.raw_data + +# Reading Wav file. Must be Mono (single channel) +sample_rate, samples = wavfile.read(wine) +print("sample_rate:", sample_rate) + +if len(samples[0]) == 2: + print("moving from duo to mono...") + samples = np.asarray(samples) + samples = samples[:,0] + print(samples) + +Pxx, freqs, bins, im = plt.specgram(samples, NFFT=1024, Fs=sample_rate, noverlap=128, scale="dB") +# plt.ylim((0, 20000)) +# plt.yscale('symlog') # plt.xscale('log') +# plt.show() + +print(np.shape(Pxx)) +print(np.shape(freqs)) +print(np.shape(bins)) + +Pxx_dB = 10*np.log(Pxx) # Convert to dB scale +plt.imshow(Pxx_dB, aspect='auto', origin='lower') plt.show() +# print("exporing data...") + +data = {} +data['Pxx'] = Pxx.tolist() +data['dB'] = Pxx_dB.tolist() +data['freqs'] = freqs.tolist() +data['bins'] = bins.tolist() + +with open('ch_wine.txt', 'w') as outfile: + json.dump(data, outfile) + + + + + + + +print("closing program...") + + + + + + + + -print("making spectrogram...") -f, t, Sxx = signal.spectrogram(samples, sample_rate, mode='magnitude') -print(f"f:\n{f}") -print(f"t:\n{t}") -print(f"Sxx:\n{Sxx}") -print("making graph...") -# plt.pcolormesh(t, f, Sxx, shading='gouraud') -# plt.ylabel('Frequency [Hz]') -# plt.xlabel('Time [sec]') -# plt.show() -plt.pcolormesh(t, f, np.log10(Sxx), shading='gouraud') -# plt.pcolormesh(t, f, Sxx, shading='gouraud') -plt.imshow(Sxx) -plt.ylabel('Frequency [Hz]') -plt.xlabel('Time [sec]') -# plt.yscale('log') -# plt.xscale('log') -plt.show() -print("exporing data...") -# data = {} -# data['f'] = f.tolist() -# data['t'] = t.tolist() -# data['Sxx'] = Sxx.tolist() -# with open('data.txt', 'w') as outfile: -# json.dump(data, outfile) \ No newline at end of file diff --git a/shepard.txt b/shepard.txt new file mode 100644 index 0000000..34b9705 --- /dev/null +++ b/shepard.txt @@ -0,0 +1 @@ +{"dB": [[72.28733295433571, 97.23652787916447, 64.02076836533023, 96.95472547424308, 62.744501425525556, 92.97910642441445, 62.39156769728219, 89.11849138291288, 56.48675036634319, 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