diff --git "a/preprocessing.ipynb" "b/preprocessing.ipynb" --- "a/preprocessing.ipynb" +++ "b/preprocessing.ipynb" @@ -156,7 +156,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "21a9ba89", "metadata": {}, "outputs": [], @@ -169,7 +169,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 8, "id": "dea532d4", "metadata": {}, "outputs": [], @@ -277,1219 +277,37 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "8cba97a6", "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "(, , , , )\n", - "(, , , , )\n", - "(, , , , )\n", - "(, , , , )\n", - "(, , , , )\n", - "(, , , , )\n", - "(, , , , )\n", - "(, , , , )\n", - "(, , , , )\n", - "(, , , , )\n", - "(, , , )\n", - "(, , , , )\n", - "(, , , , , )\n", - "(, , , , , )\n", - "(, , , , , )\n", - "(, , , , , )\n", - "(, , , , , )\n", - "(, , , , , )\n", - "(, , , , , )\n", - "(, , , , , )\n", - "(, , , , , 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"ValueError", + "evalue": "min() arg is an empty sequence", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[7]\u001b[39m\u001b[32m, line 10\u001b[39m\n\u001b[32m 7\u001b[39m MIDI = Tokenizer()\n\u001b[32m 8\u001b[39m MIDI.set_midi(os.path.join(\u001b[33m\"\u001b[39m\u001b[33mdata\u001b[39m\u001b[33m\"\u001b[39m, filename))\n\u001b[32m---> \u001b[39m\u001b[32m10\u001b[39m item[\u001b[33m'\u001b[39m\u001b[33mtoken\u001b[39m\u001b[33m'\u001b[39m] = \u001b[43mMIDI\u001b[49m\u001b[43m.\u001b[49m\u001b[43mtoken_id\u001b[49m\n\u001b[32m 11\u001b[39m \u001b[38;5;66;03m# try:\u001b[39;00m\n\u001b[32m 12\u001b[39m \u001b[38;5;66;03m# except:\u001b[39;00m\n\u001b[32m 13\u001b[39m \u001b[38;5;66;03m# print(f\"{item['name']} 을 토크나이즈 하는데 실패함.\")\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\rrayy\\anaconda3\\envs\\diva\\Lib\\site-packages\\HarmonyMIDIToken\\tokenizer.py:164\u001b[39m, in \u001b[36mHarmonyMIDIToken.token_id\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 161\u001b[39m durs = \u001b[38;5;28mlist\u001b[39m(\u001b[38;5;28mset\u001b[39m([m_dur, c_dur, b_dur]))\n\u001b[32m 162\u001b[39m durs = [item \u001b[38;5;28;01mfor\u001b[39;00m item \u001b[38;5;129;01min\u001b[39;00m durs \u001b[38;5;28;01mif\u001b[39;00m item != \u001b[32m0\u001b[39m]\n\u001b[32m--> \u001b[39m\u001b[32m164\u001b[39m main_time += \u001b[38;5;28;43mmin\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mdurs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 166\u001b[39m melody_time += m_dur\n\u001b[32m 167\u001b[39m chord_time += c_dur\n", + "\u001b[31mValueError\u001b[39m: min() arg is an empty sequence" ] } ], "source": [ + "from HarmonyMIDIToken import HarmonyMIDIToken as Tokenizer\n", + "import os\n", + "\n", "for item in tokenized_data:\n", " filename = item['name']\n", "\n", " MIDI = Tokenizer()\n", " MIDI.set_midi(os.path.join(\"data\", filename))\n", "\n", - " item['token'] = MIDI.token_id" + " try:\n", + " item['token'] = MIDI.token_id\n", + " except:\n", + " print(f\"{item['name']} 을 토크나이즈 하는데 실패함.\")" ] }, { @@ -1502,10 +320,18 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "id": "f7b77c0c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[81, 3, 65, 1, 3, 53, 3], [0, 1, 0, 1, 1, 0, 1], [81, 2, 65, 1, 2, 53, 2], [0, 1, 0, 1, 1, 0, 1], [81, 1, 65, 1, 1, 53, 1], [0, 1, 0, 1, 1, 0, 1], [79, 2, 65, 1, 2, 53, 2], [0, 1, 0, 1, 1, 0, 1], [79, 2, 65, 1, 2, 53, 2], [0, 1, 0, 1, 1, 0, 1], [84, 1, 60, 8, 1, 55, 1], [84, 2, 60, 8, 2, 55, 2], [0, 2, 0, 1, 2, 0, 2], [84, 2, 60, 8, 2, 55, 2], [83, 1, 60, 8, 1, 55, 1], [84, 2, 60, 8, 2, 55, 2], [79, 1, 60, 8, 2, 55, 2], [0, 1, 0, 1, 0, 0, 0], [83, 2, 0, 1, 1, 0, 1], [0, 0, 60, 8, 2, 55, 2], [0, 2, 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60, 2, 2, 48, 2], [79, 2, 70, 1, 2, 50, 2], [0, 2, 0, 1, 2, 0, 2], [79, 2, 70, 1, 2, 50, 2], [0, 1, 0, 1, 1, 0, 1], [75, 2, 70, 1, 2, 50, 2], [0, 1, 0, 1, 1, 0, 1], [82, 2, 70, 1, 2, 50, 2], [74, 2, 70, 1, 2, 50, 2], [75, 2, 70, 1, 2, 50, 2]]]\n" + ] + } + ], "source": [ "from sklearn.preprocessing import OneHotEncoder, MinMaxScaler\n", "from sklearn.compose import ColumnTransformer\n", @@ -1514,9 +340,7 @@ "\n", "vector_df = pd.DataFrame([item['vector'] for item in tokenized_data])\n", "\n", - "tokens = []\n", - "for item in tokenized_data:\n", - " tokens.append([i+2 for i in item['token']])\n", + "tokens = [item['token'] for item in tokenized_data]\n", "\n", "# 전처리 파이프라인\n", "preprocessor = ColumnTransformer([\n", @@ -1526,21 +350,44 @@ "\n", "X = preprocessor.fit_transform(vector_df)\n", "\n", - "# 토큰 시퀀스 패딩 (0으로 뒤에 채우기)\n", - "max_len = max(len(seq) for seq in tokens)\n", - "padded_tokens = [seq + [0]*(max_len - len(seq)) for seq in tokens]\n", + "# # 토큰 시퀀스 패딩 (-1으로 뒤에 채우기)\n", + "# max_len = max(len(seq) for seq in tokens)\n", + "# padded_tokens = [seq + [-1]*(max_len - len(seq)) for seq in tokens]\n", "\n", - "# 각 샘플의 실제 길이\n", - "lengths = torch.tensor([len(seq) for seq in tokens], dtype=torch.long)\n", + "# # 각 샘플의 실제 길이\n", + "# lengths = torch.tensor([len(seq) for seq in tokens], dtype=torch.long)\n", "\n", "# Tensor 변환\n", - "X_tensor = torch.tensor(X, dtype=torch.float32)\n", - "Y_tensor = torch.tensor(padded_tokens, dtype=torch.long)" + "#X_tensor = torch.tensor(X, dtype=torch.float32)\n", + "#Y_tensor = torch.tensor(padded_tokens, dtype=torch.long)\n", + "print(tokens)" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 5, + "id": "dd840788", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "X shape: torch.Size([34, 25])\n", + "X sample: tensor([1.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 1.0000, 0.0000, 0.0000,\n", + " 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 1.0000, 0.0000,\n", + " 0.0000, 0.0000, 0.0000, 1.0000, 0.1667, 1.0000, 0.1186])\n" + ] + } + ], + "source": [ + "print(\"X shape:\", X_tensor.shape)\n", + "print(\"X sample:\", X_tensor[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, "id": "769af33a", "metadata": {}, "outputs": [