changed instrument mapping
Browse files- .vscode/settings.json +3 -0
- constants.py +58 -14
- load.py +2 -2
- playground.py +11 -9
.vscode/settings.json
ADDED
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@@ -0,0 +1,3 @@
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{
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"python.formatting.provider": "black"
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}
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constants.py
CHANGED
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@@ -24,54 +24,98 @@ INSTRUMENT_CLASSES = [
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INSTRUMENT_TRANSFER_CLASSES = [
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{
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"name": "Piano",
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"program_range": [4],
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"family_number": 0,
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},
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{
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"name": "Chromatic Percussion",
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"program_range": [11],
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"family_number": 1,
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},
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{"name": "Organ", "program_range": [17], "family_number": 2}, # Percussive Organ
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{
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"name": "Guitar",
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"program_range": [80],
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"family_number": 3,
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},
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{
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"name": "Bass",
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"program_range": [38],
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"family_number": 4,
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},
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{
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"name": "Strings",
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"program_range": [50],
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"family_number": 5,
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},
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{
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"name": "Ensemble",
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"program_range": [51],
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"family_number": 6,
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},
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{
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"name": "Brass",
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"program_range": [63],
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"family_number": 7,
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},
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{"name": "Reed", "program_range": [64], "family_number": 8}, # Synth Brass 2
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{"name": "Pipe", "program_range": [82], "family_number": 9}, # Lead 3
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{
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"name": "Synth Lead",
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"program_range": [81], # Synth Lead Sawtooth
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"family_number": 10,
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},
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{"name": "Synth Pad", "program_range": range(88, 96), "family_number": 11},
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{"name": "Synth Effects", "program_range": range(96, 104), "family_number": 12},
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{"name": "Ethnic", "program_range": range(104, 112), "family_number": 13},
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{"name": "Percussive", "program_range": range(112, 120), "family_number": 14},
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{
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"name": "Sound Effects",
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"program_range": range(120, 128),
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"family_number": 15,
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},
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]
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INSTRUMENT_TRANSFER_CLASSES = [
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{
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"name": "Piano",
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"program_range": [4],
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"family_number": 0,
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"transfer_to": "Electric Piano 1",
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},
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{
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"name": "Chromatic Percussion",
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"program_range": [11],
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"family_number": 1,
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"transfer_to": "Vibraphone",
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},
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{
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"name": "Organ",
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"program_range": [17],
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"family_number": 2,
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"transfer_to": "Percussive Organ",
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},
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{
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"name": "Guitar",
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"program_range": [80],
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"family_number": 3,
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"transfer_to": "Synth Lead Square",
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},
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{
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"name": "Bass",
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"program_range": [38],
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"family_number": 4,
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"transfer_to": "Synth Bass 1",
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},
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{
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"name": "Strings",
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"program_range": [50],
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"family_number": 5,
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"transfer_to": "Synth Strings 1",
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},
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{
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"name": "Ensemble",
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"program_range": [51],
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"family_number": 6,
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"transfer_to": "Synth Strings 2",
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},
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{
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"name": "Brass",
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"program_range": [63],
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"family_number": 7,
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"transfer_to": "Synth Brass 1",
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},
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{
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"name": "Reed",
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"program_range": [64],
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"family_number": 8,
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"transfer_to": "Synth Brass 2",
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},
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{
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"name": "Pipe",
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"program_range": [82],
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"family_number": 9,
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"transfer_to": "Synth Lead Calliope",
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},
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{
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"name": "Synth Lead",
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"program_range": [81], # Synth Lead Sawtooth
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"family_number": 10,
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"transfer_to": "Synth Lead Sawtooth",
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},
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{
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"name": "Synth Pad",
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"program_range": range(88, 96),
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"family_number": 11,
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"transfer_to": "Synth Pad",
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},
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{
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"name": "Synth Effects",
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"program_range": range(96, 104),
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"family_number": 12,
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"transfer_to": "Synth Effects",
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},
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{
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"name": "Ethnic",
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"program_range": range(104, 112),
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"family_number": 13,
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"transfer_to": "Ethnic",
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},
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{
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"name": "Percussive",
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"program_range": range(112, 120),
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"family_number": 14,
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"transfer_to": "Percussive",
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},
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{
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"name": "Sound Effects",
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"program_range": range(120, 128),
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"family_number": 15,
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"transfer_to": "Sound Effects",
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},
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]
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load.py
CHANGED
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@@ -40,11 +40,11 @@ class LoadModel:
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def load_model(self):
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if self.revision is None:
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model = GPT2LMHeadModel.from_pretrained(self.path).to(self.device)
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else:
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model = GPT2LMHeadModel.from_pretrained(
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self.path, revision=self.revision
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).to(self.device)
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return model
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def load_model(self):
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if self.revision is None:
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model = GPT2LMHeadModel.from_pretrained(self.path) # .to(self.device)
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else:
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model = GPT2LMHeadModel.from_pretrained(
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self.path, revision=self.revision
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) # .to(self.device)
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return model
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playground.py
CHANGED
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@@ -1,7 +1,8 @@
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import gradio as gr
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from load import LoadModel
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from generate import GenerateMidiText
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-
from constants import INSTRUMENT_CLASSES
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from decoder import TextDecoder
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from utils import get_miditok, index_has_substring
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from playback import get_music
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@@ -12,7 +13,6 @@ from generation_utils import plot_piano_roll
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import numpy as np
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matplotlib.use("Agg")
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-
import matplotlib.pyplot as plt
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sys.modules["pylab"] = pylab
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@@ -53,7 +53,11 @@ def generator(
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genesis = GenerateMidiText(model, tokenizer, piece_by_track)
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track = {"label": label}
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inst = next(
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(
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{"family_number": "DRUMS"},
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)["family_number"]
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@@ -114,7 +118,8 @@ def instrument_row(default_inst, row_id):
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row = gr.Variable(row_id)
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with gr.Column(scale=1, min_width=50):
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inst = gr.Dropdown(
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[inst["
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value=default_inst,
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label="Instrument",
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)
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@@ -150,16 +155,13 @@ with gr.Blocks() as demo:
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mixed_audio = gr.Audio(label="Mixed Audio")
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piano_roll = gr.Plot(label="Piano Roll")
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instrument_row("Drums", 0)
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instrument_row("Bass", 1)
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instrument_row("Synth Lead", 2)
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# instrument_row("Piano")
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demo.launch(debug=True)
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"""
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-
TODO: DEPLOY
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TODO: temp file situation
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TODO: clear cache situation
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TODO: reset button
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TODO: add a button to save the generated midi
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TODO: add improvise button
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import matplotlib.pyplot as plt
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import gradio as gr
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from load import LoadModel
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from generate import GenerateMidiText
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from constants import INSTRUMENT_CLASSES, INSTRUMENT_TRANSFER_CLASSES
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from decoder import TextDecoder
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from utils import get_miditok, index_has_substring
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from playback import get_music
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import numpy as np
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matplotlib.use("Agg")
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sys.modules["pylab"] = pylab
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genesis = GenerateMidiText(model, tokenizer, piece_by_track)
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track = {"label": label}
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inst = next(
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(
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inst
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for inst in INSTRUMENT_TRANSFER_CLASSES
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if inst["transfer_to"] == instrument
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),
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{"family_number": "DRUMS"},
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)["family_number"]
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row = gr.Variable(row_id)
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with gr.Column(scale=1, min_width=50):
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inst = gr.Dropdown(
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[inst["transfer_to"] for inst in INSTRUMENT_TRANSFER_CLASSES]
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+ ["Drums"],
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value=default_inst,
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label="Instrument",
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)
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mixed_audio = gr.Audio(label="Mixed Audio")
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piano_roll = gr.Plot(label="Piano Roll")
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instrument_row("Drums", 0)
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instrument_row("Synth Bass 1", 1)
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instrument_row("Synth Lead Square", 2)
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# instrument_row("Piano")
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demo.launch(debug=True)
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"""
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TODO: reset button
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TODO: add a button to save the generated midi
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TODO: add improvise button
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