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slegrouxslegroux
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nb clean
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+249
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lines changed

‎nbs/audio.datasets.stt.ipynb

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‎nbs/audio.datasets.tts.ipynb

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‎nbs/audio.embeddings.ipynb

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‎nbs/audio.features.ipynb

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‎nbs/audio.utils.ipynb

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‎nbs/data.core.ipynb

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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"The autoreload extension is already loaded. To reload it, use:\n",
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" %reload_ext autoreload\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"#| hide\n",
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"%load_ext autoreload\n",

‎nbs/data.lhotse.ipynb

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‎nbs/docker.ipynb

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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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{
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"The autoreload extension is already loaded. To reload it, use:\n",
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" %reload_ext autoreload\n"
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],
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"outputs": [],
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"source": [
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"#| hide\n",
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"%load_ext autoreload\n",

‎nbs/image.blip.ipynb

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‎nbs/image.clip.ipynb

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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"tensor([[0.9949, 0.0051]], grad_fn=<SoftmaxBackward0>)\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"model = CLIPModel.from_pretrained(\"openai/clip-vit-base-patch32\")\n",
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"processor = CLIPProcessor.from_pretrained(\"openai/clip-vit-base-patch32\")\n",
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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{
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"name": "stderr",
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"text": [
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"Repo card metadata block was not found. Setting CardData to empty.\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"paintings = load_dataset(\"huggan/few-shot-art-painting\")"
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]
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"text": [
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"100%|██████████| 1000/1000 [02:23<00:00, 6.96it/s]\n"
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],
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"outputs": [],
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"source": [
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"all_image_embs_path = Path(\"paintings_embeddings.npy\")\n",
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"if all_image_embs_path.exists():\n",

‎nbs/image.datasets.ipynb

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‎nbs/image.med.ipynb

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"execution_count": null,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"'\\n * Copyright (c) 2022, salesforce.com, inc.\\n * All rights reserved.\\n * SPDX-License-Identifier: BSD-3-Clause\\n * For full license text, see LICENSE.txt file in the repo root or https://opensource.org/licenses/BSD-3-Clause\\n * By Junnan Li\\n * Based on huggingface code base\\n * https://github.com/huggingface/transformers/blob/v4.15.0/src/transformers/models/bert\\n'"
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},
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"execution_count": null,
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"metadata": {},
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"output_type": "execute_result"
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}
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"outputs": [],
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"source": [
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"'''\n",
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" * Copyright (c) 2022, salesforce.com, inc.\n",

‎nbs/models.aligners.ipynb

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"outputs": [
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"text": [
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"Word: HE, Confidence: 1.00, Start:0.121, End: 0.242 sec\n",
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"Word: TRIED, Confidence: 0.91, Start:0.323, End: 0.625 sec\n",
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"Word: TO, Confidence: 1.00, Start:0.686, End: 0.787 sec\n",
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"Word: THINK, Confidence: 0.93, Start:0.948, End: 1.311 sec\n",
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"Word: HOW, Confidence: 0.91, Start:1.473, End: 1.675 sec\n",
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"Word: IT, Confidence: 0.71, Start:1.755, End: 1.836 sec\n",
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"Word: COULD, Confidence: 0.75, Start:1.917, End: 2.118 sec\n",
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"Word: BE, Confidence: 1.00, Start:2.239, End: 2.461 sec\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"text_normalizer = TTSTextNormalizer().english_cleaners\n",
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"aligner = AlignerWAV2VEC2(text_normalizer, device='cpu') # for CI on cpu\n",

‎nbs/models.autoencoders.ipynb

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"metadata": {},
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"text": [
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"/Users/syl20/mambaforge/envs/nimrod/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
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" from .autonotebook import tqdm as notebook_tqdm\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"#| export\n",
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"import torch.nn.functional as F\n",
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"metadata": {},
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"text": [
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"torch.Size([10, 784])\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"enc = Encoder()\n",
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"dec = Decoder()\n",
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"metadata": {},
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"text": [
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"2 torch.Size([1, 1, 28, 28]) torch.Size([1])\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"ds = MNISTDataset(data_dir='../data/image/')\n",
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"dl = DataLoader(ds)\n",
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"metadata": {},
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"text": [
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"torch.Size([5, 784])\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"autoencoder_pl = AutoEncoderPL(a)\n",
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"b = torch.rand((5,28*28))\n",

‎nbs/models.conv.ipynb

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