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| 1 | +import numpy as np |
| 2 | +import librosa |
| 3 | +import librosa.display |
| 4 | +import matplotlib.pyplot as plt |
| 5 | +from matplotlib.animation import FuncAnimation |
| 6 | +import pyaudio |
| 7 | +import threading |
| 8 | + |
| 9 | +FRAME_SIZE = 2048 |
| 10 | +HOP_SIZE = 512 |
| 11 | +SR = 22050 |
| 12 | +BUFFER_SIZE = 10 |
| 13 | + |
| 14 | +p = pyaudio.PyAudio() |
| 15 | +stream = p.open(format=pyaudio.paFloat32, channels=1, rate=SR, input=True, frames_per_buffer=HOP_SIZE) |
| 16 | + |
| 17 | +# Initialize the plot |
| 18 | +fig, ax = plt.subplots() |
| 19 | +chroma_data = np.zeros((12, BUFFER_SIZE)) |
| 20 | +img = ax.imshow(chroma_data, aspect='auto', cmap='inferno', origin='lower') |
| 21 | +fig.colorbar(img, ax=ax) |
| 22 | +ax.set_title('Chroma Feature Visualizer') |
| 23 | +ax.set_xlabel('Time') |
| 24 | +ax.set_ylabel('Pitch Class') |
| 25 | + |
| 26 | +is_paused = False |
| 27 | + |
| 28 | +# Function to update the plot |
| 29 | +def update(frame): |
| 30 | + global chroma_data, is_paused |
| 31 | + if not is_paused: |
| 32 | + data = np.frombuffer(stream.read(HOP_SIZE), dtype=np.float32) |
| 33 | + chroma = librosa.feature.chroma_stft(y=data, sr=SR, n_fft=FRAME_SIZE, hop_length=HOP_SIZE) |
| 34 | + chroma_db = librosa.amplitude_to_db(chroma, ref=np.max) |
| 35 | + chroma_data = np.roll(chroma_data, -1, axis=1) |
| 36 | + chroma_data[:, -1] = np.mean(chroma_db, axis=1) |
| 37 | + img.set_data(chroma_data) |
| 38 | + return [img] |
| 39 | + |
| 40 | +# Function to toggle pause/resume |
| 41 | +def toggle_pause(event): |
| 42 | + global is_paused |
| 43 | + is_paused = not is_paused |
| 44 | + |
| 45 | +# Adding a button to pause/resume |
| 46 | +ax_pause = plt.axes([0.81, 0.01, 0.1, 0.075]) |
| 47 | +btn_pause = plt.Button(ax_pause, 'Pause/Resume') |
| 48 | +btn_pause.on_clicked(toggle_pause) |
| 49 | + |
| 50 | +# Function to adjust color map |
| 51 | +def change_colormap(event): |
| 52 | + current_cmap = img.get_cmap().name |
| 53 | + new_cmap = 'inferno' if current_cmap == 'viridis' else 'viridis' |
| 54 | + img.set_cmap(new_cmap) |
| 55 | + fig.canvas.draw() |
| 56 | + |
| 57 | +# Adding a button to change color map |
| 58 | +ax_colormap = plt.axes([0.61, 0.01, 0.15, 0.075]) |
| 59 | +btn_colormap = plt.Button(ax_colormap, 'Change Color Map') |
| 60 | +btn_colormap.on_clicked(change_colormap) |
| 61 | + |
| 62 | +# Create an animation |
| 63 | +ani = FuncAnimation(fig, update, frames=BUFFER_SIZE, blit=True, interval=50) |
| 64 | + |
| 65 | +# Start the plot |
| 66 | +plt.show() |
| 67 | + |
| 68 | +# Close the stream when done |
| 69 | +stream.stop_stream() |
| 70 | +stream.close() |
| 71 | +p.terminate() |
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