Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -11,63 +11,72 @@ from midi_synthesizer import MidiSynthesizer
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MAX_SEED = np.iinfo(np.int32).max
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class MIDIManager:
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def __init__(self):
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self.soundfont_path = hf_hub_download(repo_id="skytnt/midi-model", filename="soundfont.sf2")
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self.synthesizer = MidiSynthesizer(self.soundfont_path)
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self.loaded_midi = {} #
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self.modified_files = []
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self.is_playing = False
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self.midi_in = rtmidi.MidiIn()
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self.midi_in.open_port(0) if self.midi_in.get_ports() else None
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self.midi_in.set_callback(self.midi_callback)
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self.live_notes = []
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self.example_files = self.load_example_midis()
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def load_example_midis(self):
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# Check for MIDI files in a local 'examples' directory or predefined paths
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example_dir = "examples" # Adjust this path as needed
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examples = {}
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if os.path.exists(example_dir):
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for file in os.listdir(example_dir):
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if file.endswith(".mid") or file.endswith(".midi"):
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midi_id = f"example_{len(examples)}"
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file_path = os.path.join(example_dir, file)
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examples[midi_id] = (file_path, MIDI.load(file_path))
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# Add a default example if none found
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if not examples:
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midi = MIDI.MIDIFile(1)
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midi.addTrack()
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midi.addNote(0, 0, 60, 0, 100, 100) # C4
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examples["example_0"] = ("Simple C4.mid", midi)
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return examples
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def midi_callback(self, event, data=None):
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message, _ = event
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if len(message) >= 3 and message[0] & 0xF0 == 0x90: # Note On
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note, velocity = message[1], message[2]
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if velocity > 0:
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self.live_notes.append((note, velocity, 0))
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def load_midi(self, file_path):
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midi = MIDI.load(file_path)
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midi_id = f"midi_{len(self.loaded_midi) - len(self.example_files)}"
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self.loaded_midi[midi_id] = (file_path, midi)
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return midi_id
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def
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notes = []
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for track in midi.tracks:
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for event in track.events:
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if event.type == 'note_on' and event.velocity > 0:
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notes.append((event.note, event.velocity, event.time))
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def generate_variation(self, midi_id, length_factor=2, variation=0.3):
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if midi_id not in self.loaded_midi:
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return None
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_, midi = self.loaded_midi[midi_id]
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notes = self.
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new_notes = []
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for _ in range(int(length_factor)):
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for note, vel, time in notes:
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@@ -78,10 +87,12 @@ class MIDIManager:
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else:
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new_notes.append((note, vel, time))
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new_midi = MIDI.MIDIFile(1)
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new_midi.
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output = io.BytesIO()
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new_midi.writeFile(output)
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@@ -113,60 +124,40 @@ class MIDIManager:
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self.is_playing = False
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return "Stopping..."
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return None
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midi = MIDI.MIDIFile(1)
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midi.addTrack()
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time_cum = 0
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for note, vel, _ in self.live_notes:
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midi.addNote(0, 0, note, time_cum, 100, vel)
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time_cum += 100
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output = io.BytesIO()
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midi.writeFile(output)
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midi_data = base64.b64encode(output.getvalue()).decode('utf-8')
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self.modified_files.append(midi_data)
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self.live_notes = []
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return midi_data
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midi_manager = MIDIManager()
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def create_download_list():
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html = "<h3>Downloads</h3><ul>"
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for i, data in enumerate(
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html += f'<li><a href="data:audio/midi;base64,{data}" download="midi_{i}.mid">MIDI {i}</a></li>'
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html += "</ul>"
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return html
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def get_midi_choices():
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return [(os.path.basename(path), midi_id) for midi_id, (path, _) in
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with gr.Blocks(theme=gr.themes.Soft()) as app:
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gr.Markdown("<h1>🎵 MIDI Composer 🎵</h1>")
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with gr.Tabs():
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# Tab 1:
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with gr.Tab("
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midi_files = gr.File(label="Upload MIDI Files", file_count="multiple")
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file_display = gr.HTML(value="No files loaded")
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output = gr.Audio(label="Generated Preview", type="bytes", autoplay=True)
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def load_and_generate(files):
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midi_list_val = midi_manager.loaded_midi.copy()
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html = "<h3>Loaded Files</h3>"
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midi_data = None
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for file in files or []:
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midi_id =
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return (midi_list_val, html,
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io.BytesIO(base64.b64decode(midi_data)) if midi_data else None,
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get_midi_choices())
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midi_files.change(load_and_generate, inputs=[midi_files],
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outputs=[
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# Tab 2: Generate & Perform
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with gr.Tab("Generate & Perform"):
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@@ -174,59 +165,46 @@ with gr.Blocks(theme=gr.themes.Soft()) as app:
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length_factor = gr.Slider(1, 5, value=2, step=1, label="Length Factor")
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variation = gr.Slider(0, 1, value=0.3, label="Variation")
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generate_btn = gr.Button("Generate")
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effect = gr.Radio(["tempo"], label="Effect", value="tempo")
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intensity = gr.Slider(0, 1, value=0.5, label="Intensity")
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apply_btn = gr.Button("Apply Effect")
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stop_btn = gr.Button("Stop Playback")
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output = gr.Audio(label="Preview", type="bytes", autoplay=True)
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status = gr.Textbox(label="Status", value="Ready")
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return gr.update(choices=get_midi_choices())
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midi_list.change(update_dropdown, inputs=[midi_list], outputs=[midi_select])
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def generate(midi_id, length, var):
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if not midi_id:
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return None, "Select a MIDI file"
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midi_data =
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return io.BytesIO(base64.b64decode(midi_data)), "Playing"
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def apply_effect(midi_data, fx, inten):
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if not midi_data:
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return None, "Generate a MIDI first"
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new_data =
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return io.BytesIO(base64.b64decode(new_data)), "Playing"
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generate_btn.click(generate, inputs=[midi_select, length_factor, variation],
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outputs=[output, status])
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apply_btn.click(apply_effect, inputs=[output, effect, intensity],
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outputs=[output, status])
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stop_btn.click(
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# Tab 3: MIDI Input
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with gr.Tab("MIDI Input"):
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gr.Markdown("Play your MIDI keyboard to record notes")
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save_btn = gr.Button("Save Live MIDI")
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live_output = gr.Audio(label="Live MIDI", type="bytes", autoplay=True)
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def save_live():
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midi_data = midi_manager.save_live_midi()
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if midi_data:
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midi_manager.play_with_loop(midi_data)
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return io.BytesIO(base64.b64decode(midi_data))
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return None
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save_btn.click(save_live, inputs=None, outputs=[live_output])
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# Tab
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with gr.Tab("Downloads"):
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downloads = gr.HTML(value="No files yet")
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def update_downloads(*args):
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return create_download_list()
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gr.on(triggers=[midi_files.change, generate_btn.click, apply_btn.click
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fn=update_downloads, inputs=None, outputs=[downloads])
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gr.Markdown("""
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MAX_SEED = np.iinfo(np.int32).max
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# Example song data (simplified from original)
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SONG_DATA = {
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"title": "Do You Believe in Love",
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"progression": ["G", "D", "Em", "C"],
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"lyrics": ["I was walking down a one-way street", "Just a-looking for someone to meet"]
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}
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class MIDIDeviceManager:
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def __init__(self):
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self.midiout = rtmidi.MidiOut()
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self.midiin = rtmidi.MidiIn()
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def get_available_devices(self):
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return self.midiout.get_ports() or ["No MIDI devices"]
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def get_device_info(self):
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devices = self.get_available_devices()
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return "\n".join([f"Port {i}: {name}" for i, name in enumerate(devices)]) if devices else "No MIDI devices detected"
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class MIDIManager:
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def __init__(self):
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self.soundfont_path = hf_hub_download(repo_id="skytnt/midi-model", filename="soundfont.sf2")
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self.synthesizer = MidiSynthesizer(self.soundfont_path)
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self.loaded_midi = {} # midi_id: (file_path, midi_obj)
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self.modified_files = []
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self.is_playing = False
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self.example_files = self.load_example_midis()
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def load_example_midis(self):
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examples = {}
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example_dir = "examples"
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if os.path.exists(example_dir):
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for file in os.listdir(example_dir):
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if file.endswith(".mid") or file.endswith(".midi"):
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midi_id = f"example_{len(examples)}"
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file_path = os.path.join(example_dir, file)
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examples[midi_id] = (file_path, MIDI.load(file_path))
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if not examples:
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midi = MIDI.MIDIFile(1)
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midi.addTrack()
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midi.addNote(0, 0, 60, 0, 100, 100) # Default C4
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examples["example_0"] = ("Simple C4.mid", midi)
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return examples
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def load_midi(self, file_path):
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midi = MIDI.load(file_path)
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midi_id = f"midi_{len(self.loaded_midi) - len(self.example_files)}"
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self.loaded_midi[midi_id] = (file_path, midi)
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return midi_id
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def extract_notes_and_instruments(self, midi):
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notes = []
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instruments = set()
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for track in midi.tracks:
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for event in track.events:
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if event.type == 'note_on' and event.velocity > 0:
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notes.append((event.note, event.velocity, event.time))
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if hasattr(event, 'program'):
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instruments.add(event.program)
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return notes, list(instruments)
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def generate_variation(self, midi_id, length_factor=2, variation=0.3):
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if midi_id not in self.loaded_midi:
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return None
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_, midi = self.loaded_midi[midi_id]
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notes, instruments = self.extract_notes_and_instruments(midi)
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new_notes = []
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for _ in range(int(length_factor)):
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for note, vel, time in notes:
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else:
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new_notes.append((note, vel, time))
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new_midi = MIDI.MIDIFile(len(instruments) or 1)
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for i, inst in enumerate(instruments or [0]):
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new_midi.addTrack()
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new_midi.addProgramChange(i, 0, 0, inst)
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for note, vel, time in new_notes:
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new_midi.addNote(i, 0, note, time, 100, vel)
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output = io.BytesIO()
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new_midi.writeFile(output)
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self.is_playing = False
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return "Stopping..."
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midi_manager = MIDIDeviceManager()
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midi_processor = MIDIManager()
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def create_download_list():
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html = "<h3>Downloads</h3><ul>"
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for i, data in enumerate(midi_processor.modified_files):
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html += f'<li><a href="data:audio/midi;base64,{data}" download="midi_{i}.mid">MIDI {i}</a></li>'
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html += "</ul>"
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return html
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def get_midi_choices():
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return [(os.path.basename(path), midi_id) for midi_id, (path, _) in midi_processor.loaded_midi.items()]
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with gr.Blocks(theme=gr.themes.Soft()) as app:
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gr.Markdown("<h1>🎵 MIDI Composer 🎵</h1>")
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with gr.Tabs():
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# Tab 1: Upload MIDI
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with gr.Tab("Upload MIDI"):
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midi_files = gr.File(label="Upload MIDI Files", file_count="multiple")
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loaded_display = gr.HTML(value="No files loaded")
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output = gr.Audio(label="Generated Preview", type="bytes", autoplay=True)
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def load_and_generate(files):
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html = "<h3>Loaded Files</h3>"
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midi_data = None
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for file in files or []:
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midi_id = midi_processor.load_midi(file.name)
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html += f"<div>{file.name} <button onclick=\"remove_midi('{midi_id}')\">X</button></div>"
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midi_data = midi_processor.generate_variation(midi_id) # Auto-generate
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return html, (io.BytesIO(base64.b64decode(midi_data)) if midi_data else None), get_midi_choices()
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midi_files.change(load_and_generate, inputs=[midi_files],
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outputs=[loaded_display, output, gr.State(get_midi_choices())])
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# Tab 2: Generate & Perform
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with gr.Tab("Generate & Perform"):
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length_factor = gr.Slider(1, 5, value=2, step=1, label="Length Factor")
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variation = gr.Slider(0, 1, value=0.3, label="Variation")
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generate_btn = gr.Button("Generate")
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effect = gr.Radio(["tempo"], label="Synth Effect", value="tempo")
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intensity = gr.Slider(0, 1, value=0.5, label="Effect Intensity")
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apply_btn = gr.Button("Apply Effect")
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stop_btn = gr.Button("Stop Playback")
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output = gr.Audio(label="Preview", type="bytes", autoplay=True)
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status = gr.Textbox(label="Status", value="Ready")
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midi_device = gr.Dropdown(label="MIDI Output Device", choices=midi_manager.get_available_devices(), type="index")
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tempo = gr.Slider(label="Tempo (BPM)", minimum=40, maximum=200, value=120, step=1)
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def update_dropdown(choices):
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return gr.update(choices=choices)
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gr.State(get_midi_choices()).change(update_dropdown, inputs=[gr.State()], outputs=[midi_select])
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def generate(midi_id, length, var):
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if not midi_id:
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return None, "Select a MIDI file"
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midi_data = midi_processor.generate_variation(midi_id, length, var)
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midi_processor.play_with_loop(midi_data)
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return io.BytesIO(base64.b64decode(midi_data)), "Playing"
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def apply_effect(midi_data, fx, inten):
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if not midi_data:
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return None, "Generate a MIDI first"
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new_data = midi_processor.apply_synth_effect(midi_data.decode('utf-8'), fx, inten)
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midi_processor.play_with_loop(new_data)
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return io.BytesIO(base64.b64decode(new_data)), "Playing"
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generate_btn.click(generate, inputs=[midi_select, length_factor, variation],
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outputs=[output, status])
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apply_btn.click(apply_effect, inputs=[output, effect, intensity],
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outputs=[output, status])
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stop_btn.click(midi_processor.stop_playback, inputs=None, outputs=[status])
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# Tab 3: Downloads
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with gr.Tab("Downloads"):
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downloads = gr.HTML(value="No files yet")
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def update_downloads(*args):
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return create_download_list()
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gr.on(triggers=[midi_files.change, generate_btn.click, apply_btn.click],
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fn=update_downloads, inputs=None, outputs=[downloads])
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gr.Markdown("""
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