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| }, | |
| "9779a4b6d0d24894a761c52dad8ae65c": { | |
| "model_module": "@jupyter-widgets/controls", | |
| "model_name": "DescriptionStyleModel", | |
| "model_module_version": "1.5.0", | |
| "state": { | |
| "_model_module": "@jupyter-widgets/controls", | |
| "_model_module_version": "1.5.0", | |
| "_model_name": "DescriptionStyleModel", | |
| "_view_count": null, | |
| "_view_module": "@jupyter-widgets/base", | |
| "_view_module_version": "1.2.0", | |
| "_view_name": "StyleView", | |
| "description_width": "" | |
| } | |
| } | |
| } | |
| }, | |
| "accelerator": "GPU", | |
| "gpuClass": "standard" | |
| }, | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "id": "view-in-github", | |
| "colab_type": "text" | |
| }, | |
| "source": [ | |
| "<a href=\"https://colab.research.google.com/gist/yashdarji30/0010121eb071c5b3ee2c861e5841e2e2/speecht5-tts-fine-tuning.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "# Fine-tuning SpeechT5 for multilingual TTS" | |
| ], | |
| "metadata": { | |
| "id": "2RosoNrCxVng" | |
| } | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "This notebook demonstrates how to fine-tune the SpeechT5 model from 🤗 Transformers on the **text-to-speech** task.\n", | |
| "\n", | |
| "The unique thing about SpeechT5 is that the model is first pre-trained on a combination of speech-to-text and text-to-speech data, so that it learns a unified space of hidden representations shared by both text and speech. This allows us to fine-tune the same pretrained model on different tasks. Read more about SpeechT5 [in our blog post](https://huggingface.co/blog/speecht5).\n", | |
| "\n", | |
| "In this notebook we will start from an existing fine-tuned TTS model that was originally trained on English speech from LibriTTS, and fine-tune it for the Dutch language using the VoxPopuli dataset.\n", | |
| "\n", | |
| "This TTS model will support multiple speakers through x-vector speaker embeddings." | |
| ], | |
| "metadata": { | |
| "id": "uELTb9CcOaCp" | |
| } | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Install required packages\n", | |
| "\n", | |
| "We install Transformers from GitHub since not all the SpeechT5 features we need have been merged into an official release yet.\n" | |
| ], | |
| "metadata": { | |
| "id": "5xB8fh-ht4kK" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "!pip install datasets soundfile speechbrain" | |
| ], | |
| "metadata": { | |
| "id": "xJe8TF3atyqL", | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
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| "outputId": "d3344214-9bf4-4631-9703-379a70f3d7c7" | |
| }, | |
| "execution_count": 2, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "Collecting datasets\n", | |
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| "\u001b[?25hInstalling collected packages: xxhash, ruamel.yaml.clib, dill, ruamel.yaml, multiprocess, hyperpyyaml, speechbrain, datasets\n", | |
| "Successfully installed datasets-3.0.2 dill-0.3.8 hyperpyyaml-1.2.2 multiprocess-0.70.16 ruamel.yaml-0.18.6 ruamel.yaml.clib-0.2.12 speechbrain-1.0.1 xxhash-3.5.0\n" | |
| ] | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "!pip install git+https://github.com/huggingface/transformers.git" | |
| ], | |
| "metadata": { | |
| "id": "HQCuMz3fwuHa", | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "outputId": "caef8f33-2a79-465e-a8d4-322a38dface5" | |
| }, | |
| "execution_count": 3, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "Collecting git+https://github.com/huggingface/transformers.git\n", | |
| " Cloning https://github.com/huggingface/transformers.git to /tmp/pip-req-build-ms_r9j08\n", | |
| " Running command git clone --filter=blob:none --quiet https://github.com/huggingface/transformers.git /tmp/pip-req-build-ms_r9j08\n", | |
| " Resolved https://github.com/huggingface/transformers.git to commit 6432ad8bb5dec9c7ece1041767c9e208ff6b4cbb\n", | |
| " Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n", | |
| " Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n", | |
| " Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", | |
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| "Collecting tokenizers<0.21,>=0.20 (from transformers==4.47.0.dev0)\n", | |
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| "\u001b[?25hBuilding wheels for collected packages: transformers\n", | |
| " Building wheel for transformers (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", | |
| " Created wheel for transformers: filename=transformers-4.47.0.dev0-py3-none-any.whl size=10035552 sha256=38aecceb5103a9fa5bfb2313100310e4a65a8fb02cf12322f4286382a54cecb9\n", | |
| " Stored in directory: /tmp/pip-ephem-wheel-cache-5a39smxl/wheels/e7/9c/5b/e1a9c8007c343041e61cc484433d512ea9274272e3fcbe7c16\n", | |
| "Successfully built transformers\n", | |
| "Installing collected packages: tokenizers, transformers\n", | |
| " Attempting uninstall: tokenizers\n", | |
| " Found existing installation: tokenizers 0.19.1\n", | |
| " Uninstalling tokenizers-0.19.1:\n", | |
| " Successfully uninstalled tokenizers-0.19.1\n", | |
| " Attempting uninstall: transformers\n", | |
| " Found existing installation: transformers 4.44.2\n", | |
| " Uninstalling transformers-4.44.2:\n", | |
| " Successfully uninstalled transformers-4.44.2\n", | |
| "Successfully installed tokenizers-0.20.1 transformers-4.47.0.dev0\n" | |
| ] | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "!pip install --upgrade accelerate" | |
| ], | |
| "metadata": { | |
| "id": "NfX4YNbs_HKP", | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "outputId": "f336bcad-4211-483d-cd11-f1fd01b7fdf3" | |
| }, | |
| "execution_count": 4, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
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| "Requirement already satisfied: accelerate in /usr/local/lib/python3.10/dist-packages (0.34.2)\n", | |
| "Collecting accelerate\n", | |
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| "Downloading accelerate-1.0.1-py3-none-any.whl (330 kB)\n", | |
| "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m330.9/330.9 kB\u001b[0m \u001b[31m16.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", | |
| "\u001b[?25hInstalling collected packages: accelerate\n", | |
| " Attempting uninstall: accelerate\n", | |
| " Found existing installation: accelerate 0.34.2\n", | |
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| ] | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "Do we have a GPU?" | |
| ], | |
| "metadata": { | |
| "id": "g_Xffd7sRlpk" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "!nvidia-smi" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "-XLi4c9DRnxA", | |
| "outputId": "094c6aef-13d8-4a34-d888-0f0aab09a58c" | |
| }, | |
| "execution_count": null, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "Mon Mar 27 09:33:07 2023 \n", | |
| "+-----------------------------------------------------------------------------+\n", | |
| "| NVIDIA-SMI 525.85.12 Driver Version: 525.85.12 CUDA Version: 12.0 |\n", | |
| "|-------------------------------+----------------------+----------------------+\n", | |
| "| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |\n", | |
| "| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |\n", | |
| "| | | MIG M. |\n", | |
| "|===============================+======================+======================|\n", | |
| "| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n", | |
| "| N/A 42C P8 9W / 70W | 0MiB / 15360MiB | 0% Default |\n", | |
| "| | | N/A |\n", | |
| "+-------------------------------+----------------------+----------------------+\n", | |
| " \n", | |
| "+-----------------------------------------------------------------------------+\n", | |
| "| Processes: |\n", | |
| "| GPU GI CI PID Type Process name GPU Memory |\n", | |
| "| ID ID Usage |\n", | |
| "|=============================================================================|\n", | |
| "| No running processes found |\n", | |
| "+-----------------------------------------------------------------------------+\n" | |
| ] | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "In case no GPU is found, from the menu choose **Runtime > Change runtime type** and set **Hardware accelerator** to **GPU**. Then restart the runtime to activate the GPU." | |
| ], | |
| "metadata": { | |
| "id": "bmdgnloAQPQ1" | |
| } | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Load the model\n", | |
| "\n", | |
| "We'll start from SpeechT5 that's already been fine-tuned for English TTS, and fine-tune it again but for a new language. For more info about the original checkpoint, you can find its model card on the [Hugging Face Hub](https://huggingface.co/microsoft/speecht5_tts)." | |
| ], | |
| "metadata": { | |
| "id": "GB6Ur8DHuUy8" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "from transformers import SpeechT5Processor, SpeechT5ForTextToSpeech\n", | |
| "\n", | |
| "processor = SpeechT5Processor.from_pretrained(\"microsoft/speecht5_tts\")\n", | |
| "model = SpeechT5ForTextToSpeech.from_pretrained(\"microsoft/speecht5_tts\")" | |
| ], | |
| "metadata": { | |
| "id": "W7spxtTGtmba", | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 365, | |
| "referenced_widgets": [ | |
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| ] | |
| }, | |
| "outputId": "c030ba35-b1b8-4a81-f9c2-844045d04592" | |
| }, | |
| "execution_count": 5, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stderr", | |
| "text": [ | |
| "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_token.py:89: UserWarning: \n", | |
| "The secret `HF_TOKEN` does not exist in your Colab secrets.\n", | |
| "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n", | |
| "You will be able to reuse this secret in all of your notebooks.\n", | |
| "Please note that authentication is recommended but still optional to access public models or datasets.\n", | |
| " warnings.warn(\n" | |
| ] | |
| }, | |
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| "metadata": {} | |
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| { | |
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| }, | |
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| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Load the dataset\n", | |
| "\n", | |
| "We'll fine-tune on the Dutch (language code `nl`) examples from VoxPopuli.\n", | |
| "\n", | |
| "VoxPopuli is a large-scale multilingual speech corpus consisting of data sourced from 2009-2020 European Parliament event recordings. It contains labelled audio-transcription data for 15 European languages.\n", | |
| "\n", | |
| "You can find [VoxPopuli on the Hugging Face Hub](https://huggingface.co/datasets/facebook/voxpopuli). There, you can listen to audio samples in any one of the 15 European languages using the dataset previewer.\n", | |
| "\n", | |
| "Note that VoxPopuli, or any other automatic speech recognition (ASR) dataset, is not necessarily the best dataset to use for TTS training. The qualities that make it useful for ASR, such as lots of noise in the sound, are usually what we want to avoid in TTS. But high-quality, multilingual, multi-speaker TTS datasets are less easy to find than ASR datasets." | |
| ], | |
| "metadata": { | |
| "id": "UzjxPwP3tmsl" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 586, | |
| "referenced_widgets": [ | |
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| "outputId": "6210d1ea-28e0-4417-8aa1-72a0ca72f629" | |
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| { | |
| "output_type": "display_data", | |
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| { | |
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| "metadata": {} | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "The repository for facebook/voxpopuli contains custom code which must be executed to correctly load the dataset. You can inspect the repository content at https://hf.co/datasets/facebook/voxpopuli.\n", | |
| "You can avoid this prompt in future by passing the argument `trust_remote_code=True`.\n", | |
| "\n", | |
| "Do you wish to run the custom code? [y/N] y\n" | |
| ] | |
| }, | |
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| "metadata": {} | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "Generating train split: 0 examples [00:00, ? examples/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "da57d989603b4864ab984d773c6d7d66" | |
| } | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "Generating validation split: 0 examples [00:00, ? examples/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "61f228ad72274c32a8bcb9bd75ff161c" | |
| } | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "Generating test split: 0 examples [00:00, ? examples/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "bba893fa6f6e4c838470bada0df4366b" | |
| } | |
| }, | |
| "metadata": {} | |
| } | |
| ], | |
| "source": [ | |
| "from datasets import load_dataset, Audio\n", | |
| "\n", | |
| "dataset = load_dataset(\n", | |
| " \"facebook/voxpopuli\", \"cs\", split=\"train\"\n", | |
| ")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "It's important to set the sampling rate of the audio data to 16 kHz, which is what SpeechT5 expects." | |
| ], | |
| "metadata": { | |
| "id": "0omK1unnU2z0" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "dataset = dataset.cast_column(\"audio\", Audio(sampling_rate=16000))" | |
| ], | |
| "metadata": { | |
| "id": "sibMqU6qU-h8" | |
| }, | |
| "execution_count": 7, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "Let's quickly check how many examples are in this dataset." | |
| ], | |
| "metadata": { | |
| "id": "ZZYhgObQVAzj" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "len(dataset)" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "-tFbBI8aU__2", | |
| "outputId": "282cc622-6812-45e3-90d7-ed715f706592" | |
| }, | |
| "execution_count": 8, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "18902" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 8 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "That should be sufficient for fine-tuning. We'll have a closer look at these examples soon." | |
| ], | |
| "metadata": { | |
| "id": "Mn2qaGfJVn8o" | |
| } | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Clean up the text\n", | |
| "\n", | |
| "The dataset may contain characters that are not in the SpeechT5 tokenizer vocabulary. Those will be converted to `<unk>` tokens. However, in Dutch a character such as `à` is used to stress syllables and so we can simply replace it with `a` without changing its meaning. The tokenizer supports some characters with diacritical marks, such as `é`, but not all of them.\n", | |
| "\n", | |
| "Note that the VoxPopuli examples have both `raw_text` and `normalized_text`, which is all lowercase. The SpeechT5 tokenizer can handle uppercase just fine, however, it doesn't have any tokens for numbers. The `normalized_text` has the numbers written out as text, so we'll use that.\n" | |
| ], | |
| "metadata": { | |
| "id": "-5qFwV2ouqkU" | |
| } | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "\n", | |
| "First we'll need to find out what the unsupported tokens are. The `SpeechT5Tokenizer` works with characters as tokens, so let's extract all distinct characters of the dataset. We write a mapping function `extract_all_chars` that concatenates the transcriptions from all examples into one long transcription and then transforms the string into a set of characters. It is important to pass the arguments `batched=True` and `batch_size=-1` to `dataset.map(...)` so that the mapping function has access to all transcriptions at once." | |
| ], | |
| "metadata": { | |
| "id": "B6BtRe6qXTYp" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "tokenizer = processor.tokenizer" | |
| ], | |
| "metadata": { | |
| "id": "0KmO3JnXBs6Z" | |
| }, | |
| "execution_count": 9, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "def extract_all_chars(batch):\n", | |
| " all_text = \" \".join(batch[\"normalized_text\"])\n", | |
| " vocab = list(set(all_text))\n", | |
| " return {\"vocab\": [vocab], \"all_text\": [all_text]}\n", | |
| "\n", | |
| "vocabs = dataset.map(\n", | |
| " extract_all_chars,\n", | |
| " batched=True,\n", | |
| " batch_size=-1,\n", | |
| " keep_in_memory=True,\n", | |
| " remove_columns=dataset.column_names,\n", | |
| ")\n", | |
| "\n", | |
| "dataset_vocab = set(vocabs[\"vocab\"][0])\n", | |
| "tokenizer_vocab = {k for k,_ in tokenizer.get_vocab().items()}" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 49, | |
| "referenced_widgets": [ | |
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| }, | |
| "id": "uwnvx2AFuh_e", | |
| "outputId": "1a11f49e-a4f9-4249-a08a-df04f79eb0d6" | |
| }, | |
| "execution_count": 10, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "Map: 0%| | 0/18902 [00:00<?, ? examples/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "4822242543c040cfaaeff1aeca772727" | |
| } | |
| }, | |
| "metadata": {} | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "Now we have two sets of characters, one with the vocabulary from the dataset and one with the vocabulary from the tokenizer. By taking the difference between these sets, we find the characters that are in the dataset but not in the tokenizer." | |
| ], | |
| "metadata": { | |
| "id": "C2u-lIk1Tvl8" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "dataset_vocab - tokenizer_vocab" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "lNV2BPKOvVuQ", | |
| "outputId": "9c383d72-45fc-491b-b473-cb5394a0aadd" | |
| }, | |
| "execution_count": 11, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "{' ', 'á', 'í', 'ó', 'ú', 'ý', 'č', 'ď', 'ě', 'ň', 'ř', 'š', 'ť', 'ů', 'ž'}" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 11 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "Next, we will define a function to map these characters to valid tokens and then run it on the dataset. No need to handle space, that's already replaced by `▁` in the tokenizer." | |
| ], | |
| "metadata": { | |
| "id": "okCE9DjNvXM1" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "replacements = [\n", | |
| " ('á', 'a'),\n", | |
| " ('č', 'c'),\n", | |
| " ('ď', 'd'),\n", | |
| " ('ě', 'e'),\n", | |
| " ('í', 'i'),\n", | |
| " ('ň', 'n'),\n", | |
| " ('ř', 'r'),\n", | |
| " ('š', 's'),\n", | |
| " ('ť', 't'),\n", | |
| " ('í', 'i'),\n", | |
| " ('ó', 'o'),\n", | |
| " ('ú', 'u'),\n", | |
| " ('ů', 'u'),\n", | |
| " ('ý', 'y'),\n", | |
| " ('ž', 'z')\n", | |
| "]\n", | |
| "\n", | |
| "def cleanup_text(inputs):\n", | |
| " for src, dst in replacements:\n", | |
| " inputs[\"normalized_text\"] = inputs[\"normalized_text\"].replace(src, dst)\n", | |
| " return inputs\n", | |
| "\n", | |
| "dataset = dataset.map(cleanup_text)" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 49, | |
| "referenced_widgets": [ | |
| "81f107eefca34c16892f84b909e62899", | |
| "2daed03b4cad4eac85b4110596d22215", | |
| "89e5527132964e4183e6e6745dd0b190", | |
| "a41d1a8a729547bcacd5c47b1e06525e", | |
| "0835c75f2bba4254a68e3a0e2e6c1811", | |
| "a335872922ef4b119968bf4f87390c7f", | |
| "9c5610a396574d7e9bbdd6a03f790a26", | |
| "ff0cc067c7ad4602b7cba961840bdcde", | |
| "2b064d844607457398e9ada5b9bed97d", | |
| "81ec0694c4a04f12b2c0a3ed5790e9c8", | |
| "1d822251496a4f588d0c14ef055380af" | |
| ] | |
| }, | |
| "id": "ybqsbUGZvtCa", | |
| "outputId": "275274b8-b4b4-467d-ca74-18b4ec34060d" | |
| }, | |
| "execution_count": 12, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "Map: 0%| | 0/18902 [00:00<?, ? examples/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "81f107eefca34c16892f84b909e62899" | |
| } | |
| }, | |
| "metadata": {} | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Speakers\n", | |
| "\n", | |
| "VoxPopuli is a multi-speaker dataset. We know there are 20968 examples in the dataset, but how many speakers are there and how many examples do they have?" | |
| ], | |
| "metadata": { | |
| "id": "HmfamiPxXf_4" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "from collections import defaultdict\n", | |
| "speaker_counts = defaultdict(int)\n", | |
| "\n", | |
| "for speaker_id in dataset[\"speaker_id\"]:\n", | |
| " speaker_counts[speaker_id] += 1" | |
| ], | |
| "metadata": { | |
| "id": "p95Czw8TXFDj" | |
| }, | |
| "execution_count": 13, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "By plotting a histogram we can get a sense of how much data there is for each speaker." | |
| ], | |
| "metadata": { | |
| "id": "nV0FTeGX8Crw" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.figure()\n", | |
| "plt.hist(speaker_counts.values(), bins=20)\n", | |
| "plt.ylabel(\"Speakers\")\n", | |
| "plt.xlabel(\"Examples\")\n", | |
| "plt.show()" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 449 | |
| }, | |
| "id": "tyJQ6rlt65ef", | |
| "outputId": "4d0f6546-9e7e-4626-8793-c1b3b9c749e3" | |
| }, | |
| "execution_count": 14, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "Around one-third of speakers has fewer than 100 examples. Approximately ten or so speakers have more than 500 examples. To speed up training, let's limit ourselves to speakers that have between 100 and 400 examples. This also makes the dataset more balanced." | |
| ], | |
| "metadata": { | |
| "id": "p_GKHahr8V2J" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "def select_speaker(speaker_id):\n", | |
| " return 100 <= speaker_counts[speaker_id] <= 400\n", | |
| "\n", | |
| "dataset = dataset.filter(select_speaker, input_columns=[\"speaker_id\"])" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 49, | |
| "referenced_widgets": [ | |
| "538dd0cd93264dd0b5c7b2a8a0b9f185", | |
| "53cca5a6c4bd49f8942cf36b84db569a", | |
| "bbd337b1129d429492cfde3bee82c9e0", | |
| "010484ebf9c14636a5b1fae6c3f822a0", | |
| "cd6cdcda98c84491be3ab86a9e8c95d8", | |
| "658b44135d7245729a87cf377c590164", | |
| "98ae086587ec40a88605cd791a927199", | |
| "b33497bce45e43ccb62855f318107c9c", | |
| "197b015479bd466a94ab6063cbc8d08c", | |
| "3f5c2c217f09449ea40a99750319fe39", | |
| "2e4ff6a845ae4478a9765e7f101ead71" | |
| ] | |
| }, | |
| "id": "hU12-RRn8-sL", | |
| "outputId": "b9504a6d-4fa5-4fc3-ada5-bebf22fc51bc" | |
| }, | |
| "execution_count": 15, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "Filter: 0%| | 0/18902 [00:00<?, ? examples/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "538dd0cd93264dd0b5c7b2a8a0b9f185" | |
| } | |
| }, | |
| "metadata": {} | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "How many speakers remain?" | |
| ], | |
| "metadata": { | |
| "id": "gB2_vznxFDFJ" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "len(set(dataset[\"speaker_id\"]))" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "fDM9ZEf39PYe", | |
| "outputId": "7ab0a645-ee24-4a81-bb41-b47d9bd6c3c5" | |
| }, | |
| "execution_count": 16, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "17" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 16 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "And how many examples?" | |
| ], | |
| "metadata": { | |
| "id": "pZKvfkf_FL5J" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "len(dataset)" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "9TzhTrjxFPMs", | |
| "outputId": "abef458a-ef90-4fb7-be32-548aeaded062" | |
| }, | |
| "execution_count": 17, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "3331" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 17 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "Just under 10k examples and ~40 unique speakers, which should be plenty." | |
| ], | |
| "metadata": { | |
| "id": "9qbivw_W9p0Z" | |
| } | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "Note: Even better would be to include the lengths of the examples. It's quite possible that speakers with few examples have plenty of audio available if these examples are relatively long. But it takes a while to scan through the entire dataset to find this information (since that requires loading and decoding each audio file), which is why we're skipping it here." | |
| ], | |
| "metadata": { | |
| "id": "gdI1j_XzX3Px" | |
| } | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Speaker embeddings" | |
| ], | |
| "metadata": { | |
| "id": "-OL3s6YUv9ND" | |
| } | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "To allow the TTS model to distinguish between multiple speakers, we'll need to create a speaker embedding for each example. The speaker embedding is simply an additional input into the model that captures a particular speaker's voice characteristics.\n", | |
| "\n", | |
| "To create the speaker embeddings, we use the [spkrec-xvect-voxceleb](https://huggingface.co/speechbrain/spkrec-xvect-voxceleb) model from SpeechBrain. The following defines a function `create_speaker_embedding()` that takes an input audio waveform and outputs a 512-element vector containing the corresponding speaker embedding." | |
| ], | |
| "metadata": { | |
| "id": "QsmonrEW1IlH" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "import os\n", | |
| "import torch\n", | |
| "from speechbrain.pretrained import EncoderClassifier\n", | |
| "\n", | |
| "spk_model_name = \"speechbrain/spkrec-xvect-voxceleb\"\n", | |
| "\n", | |
| "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n", | |
| "speaker_model = EncoderClassifier.from_hparams(\n", | |
| " source=spk_model_name,\n", | |
| " run_opts={\"device\": device},\n", | |
| " savedir=os.path.join(\"/tmp\", spk_model_name)\n", | |
| ")\n", | |
| "\n", | |
| "def create_speaker_embedding(waveform):\n", | |
| " with torch.no_grad():\n", | |
| " speaker_embeddings = speaker_model.encode_batch(torch.tensor(waveform))\n", | |
| " speaker_embeddings = torch.nn.functional.normalize(speaker_embeddings, dim=2)\n", | |
| " speaker_embeddings = speaker_embeddings.squeeze().cpu().numpy()\n", | |
| " return speaker_embeddings" | |
| ], | |
| "metadata": { | |
| "id": "smJs3_VB1Da2", | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 336, | |
| "referenced_widgets": [ | |
| "300a54b7e4014d45bdcdc64368e2e581", | |
| "1e7f35b566ef4415aee44c96b9eee13f", | |
| "3f0923975eab40c2b524081ea0d56acc", | |
| "679bf231946341f3aa6dcbaf993243d6", | |
| "680dad60e9c14965a7a815c93a440df4", | |
| "d1c03302cccf460482f9e60a3891cba3", | |
| "4c672a726f104527b252db3eabea6ea1", | |
| "03d32dfc8fef4b1ea1c61f5afec2d1ba", | |
| "96eeef947eaa4b57aa64df0aae92bc9c", | |
| "0ee4549871114b7e8d46ef2f2a8a1277", | |
| "0b641afa5f0c47c9acfa1b75bd384c46", | |
| "c4d55e2108604a13bffc3f3332df81c4", | |
| "22e8f882033b4547bd539637e770cb6a", | |
| "9b811555769942cab0270999b7b77cce", | |
| "148e72b24e6643529158f174914ddeb9", | |
| "bcc73976c2304246a7dc7e636d3cdf97", | |
| "f69f0a7f0494425b85ed803f9544d0b6", | |
| "daf7d0fe18194f9b9a8414ad06c5d2ce", | |
| "e444e0399dd54f9a90df9a48d96ca357", | |
| "651bec8476b5490d8e55613b26a5901e", | |
| "f367cdf186b6488eb88bf5ad50e4dea2", | |
| "e5272ce23ab64a85886ce2a3e7413fa9", | |
| "d848647dfae040b79261090e6856e890", | |
| "4c9e609eb99a4c2592dedefaf8ed32c7", | |
| "6c5fd092201d44348f19ca5bb8a7049b", | |
| "21ff8632a89f4643b6bcf971c2de32e1", | |
| "25d41640dac041439645f7e911055252", | |
| "3c828719ceb441fb80eafc235c95fa45", | |
| "0d23db9f88c5460aa58667b10f08a75a", | |
| "1829f7fe4a674f3a90bec11bed68c80b", | |
| "0ff63a7cf7a046a5bb3088cc64df8c3d", | |
| "ab43dac5aa3641d8b85e2e451ab9c12c", | |
| "54a366d10602403a8eb04bee77c30201", | |
| "9de10412fd8e4a50a3b4513eab6dedf7", | |
| "42ef9917459546d9b10f9903fbade60f", | |
| "4c186fc3c4ad48f2814cf1de6ff720b7", | |
| "70adcbf589a74c8bbe46a7e18f875c27", | |
| "4853d4706ca945f2979e42b5b70e4590", | |
| "ead66f80e220448b943a069a1e95b23b", | |
| "bea5be3ba09a41e2b44b896a841bc6c5", | |
| "08c48698a8f1468a8f13834413575616", | |
| "7f63bae16eea48b8999567085a4fe9fc", | |
| "a9e7b909bd044e618399dbfd08ff9a30", | |
| "9aedba9226914edcb4981d92feda0785", | |
| "b929ffc441a3444782451ec07eb92b05", | |
| "1d433157fc3b474d9c2d36017f0165d3", | |
| "9bfd866f3ea14220b20951efc89ea336", | |
| "a7668dce8ba245f28962beed9b4fbfac", | |
| "e93f5e33c31f4141836e4dbf54b6144e", | |
| "54cae0deee12484584491ddb157cdea1", | |
| "8ce7de207e1f4e0a96b72a206b8fc7f1", | |
| "718657d9d520424fa64a49861770c599", | |
| "b6bd112b42924ef38afb046d93938f34", | |
| "9f03c97fdd914bdca0f82ea0be92a31e", | |
| "f06c6c41bc6c45c7b281b49edb31b761" | |
| ] | |
| }, | |
| "outputId": "93e32550-97af-4ef8-f152-ba26635fc6af" | |
| }, | |
| "execution_count": 18, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stderr", | |
| "text": [ | |
| "<ipython-input-18-b1c17f7845f6>:3: UserWarning: Module 'speechbrain.pretrained' was deprecated, redirecting to 'speechbrain.inference'. Please update your script. This is a change from SpeechBrain 1.0. See: https://github.com/speechbrain/speechbrain/releases/tag/v1.0.0\n", | |
| " from speechbrain.pretrained import EncoderClassifier\n" | |
| ] | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "hyperparams.yaml: 0%| | 0.00/2.04k [00:00<?, ?B/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "300a54b7e4014d45bdcdc64368e2e581" | |
| } | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "stream", | |
| "name": "stderr", | |
| "text": [ | |
| "/usr/local/lib/python3.10/dist-packages/speechbrain/utils/autocast.py:68: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.\n", | |
| " wrapped_fwd = torch.cuda.amp.custom_fwd(fwd, cast_inputs=cast_inputs)\n" | |
| ] | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "embedding_model.ckpt: 0%| | 0.00/16.9M [00:00<?, ?B/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "c4d55e2108604a13bffc3f3332df81c4" | |
| } | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "mean_var_norm_emb.ckpt: 0%| | 0.00/3.20k [00:00<?, ?B/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "d848647dfae040b79261090e6856e890" | |
| } | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "classifier.ckpt: 0%| | 0.00/15.9M [00:00<?, ?B/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "9de10412fd8e4a50a3b4513eab6dedf7" | |
| } | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "label_encoder.txt: 0%| | 0.00/129k [00:00<?, ?B/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "b929ffc441a3444782451ec07eb92b05" | |
| } | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "stream", | |
| "name": "stderr", | |
| "text": [ | |
| "/usr/local/lib/python3.10/dist-packages/speechbrain/utils/checkpoints.py:194: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", | |
| " state_dict = torch.load(path, map_location=device)\n", | |
| "/usr/local/lib/python3.10/dist-packages/speechbrain/processing/features.py:1311: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", | |
| " stats = torch.load(path, map_location=device)\n" | |
| ] | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "Note: the `speechbrain/spkrec-xvect-voxceleb` model was trained on English speech from the VoxCeleb dataset, while our training examples are in Dutch. We're assuming here that this model will still make reasonable speaker embeddings, but this may not be true. First training an X-vector model on the target speech, such as Dutch, might work better." | |
| ], | |
| "metadata": { | |
| "id": "UczHmLsuFkC6" | |
| } | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "## Preparing the dataset" | |
| ], | |
| "metadata": { | |
| "id": "_a8ouSY-Fnxy" | |
| } | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "The `prepare_dataset` function takes in a single example and uses the `SpeechT5Processor` object to tokenize the input text and load the target audio into a log-mel spectrogram. It also adds the speaker embeddings as an additional input." | |
| ], | |
| "metadata": { | |
| "id": "dTI_2WkH-3_Z" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "def prepare_dataset(example):\n", | |
| " # load the audio data; if necessary, this resamples the audio to 16kHz\n", | |
| " audio = example[\"audio\"]\n", | |
| "\n", | |
| " # feature extraction and tokenization\n", | |
| " example = processor(\n", | |
| " text=example[\"normalized_text\"],\n", | |
| " audio_target=audio[\"array\"],\n", | |
| " sampling_rate=audio[\"sampling_rate\"],\n", | |
| " return_attention_mask=False,\n", | |
| " )\n", | |
| "\n", | |
| " # strip off the batch dimension\n", | |
| " example[\"labels\"] = example[\"labels\"][0]\n", | |
| "\n", | |
| " # use SpeechBrain to obtain x-vector\n", | |
| " example[\"speaker_embeddings\"] = create_speaker_embedding(audio[\"array\"])\n", | |
| "\n", | |
| " return example" | |
| ], | |
| "metadata": { | |
| "id": "Mmu8f555v_Ea" | |
| }, | |
| "execution_count": 19, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "Let's verify the processing is correct by looking at a single example:" | |
| ], | |
| "metadata": { | |
| "id": "XYYxiCoC15WG" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "processed_example = prepare_dataset(dataset[0])" | |
| ], | |
| "metadata": { | |
| "id": "GYiXtnFczVIP" | |
| }, | |
| "execution_count": 20, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "This should give us:\n", | |
| "\n", | |
| "- the tokens for the input text in `input_ids`\n", | |
| "- the speaker embedding in `speaker_embeddings`\n", | |
| "- the target spectrogram in `labels`" | |
| ], | |
| "metadata": { | |
| "id": "dr_zXRhiGu-G" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "list(processed_example.keys())" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "Wkboc3EUzXtp", | |
| "outputId": "81229f77-b6fa-4cc2-f331-b5f12e8fd7a3" | |
| }, | |
| "execution_count": 21, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "['input_ids', 'labels', 'speaker_embeddings']" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 21 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "The tokens should decode into the original text, with `</s>` to mark the end of the sentence." | |
| ], | |
| "metadata": { | |
| "id": "nvNI_JrE2oA8" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "tokenizer.decode(processed_example[\"input_ids\"])" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 36 | |
| }, | |
| "id": "uu8PgZqH07lW", | |
| "outputId": "30c182aa-4369-42ef-8a27-66bf82166913" | |
| }, | |
| "execution_count": 22, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "'vytvoreni flexibilniho evropského energetického systému zalozeného na cistych modernich technologiich nepredstavuje hrozbu pro nasi konkurenceschopnost.</s>'" | |
| ], | |
| "application/vnd.google.colaboratory.intrinsic+json": { | |
| "type": "string" | |
| } | |
| }, | |
| "metadata": {}, | |
| "execution_count": 22 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "Speaker embeddings should be a 512-element vector:" | |
| ], | |
| "metadata": { | |
| "id": "wOdMw-xa2u_8" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "processed_example[\"speaker_embeddings\"].shape" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "uuybSBq32AuH", | |
| "outputId": "377a8c6e-73ad-43fd-dfed-143074458794" | |
| }, | |
| "execution_count": 23, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "(512,)" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "execution_count": 23 | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "The labels should be a log-mel spectrogram with 80 mel bins." | |
| ], | |
| "metadata": { | |
| "id": "YzyoPE2y2zHk" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "plt.figure()\n", | |
| "plt.imshow(processed_example[\"labels\"].T)\n", | |
| "plt.show()" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 142 | |
| }, | |
| "id": "dKu2km552GL-", | |
| "outputId": "36b05ee0-3c6e-4103-9d39-4a903d1dd314" | |
| }, | |
| "execution_count": 24, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "<Figure size 640x480 with 1 Axes>" | |
| ], | |
| "image/png": 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\n" | |
| }, | |
| "metadata": {} | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "source": [ | |
| "If we run a vocoder on the log-mel spectrogram, it should produce the original audio again. We'll load the HiFi-GAN vocoder from the original [SpeechT5 checkpoint](https://hf.co/microsoft/speecht5_hifigan)." | |
| ], | |
| "metadata": { | |
| "id": "bWMT9X6w237M" | |
| } | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "from transformers import SpeechT5HifiGan\n", | |
| "vocoder = SpeechT5HifiGan.from_pretrained(\"microsoft/speecht5_hifigan\")" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 81, | |
| "referenced_widgets": [ | |
| "b81cde2cac9449a2a3604f37122610c9", | |
| "33f94d37426e4e3486386f5badb249e9", | |
| "a7c410c18c07485fbd160363b0c041f8", | |
| "c2199ffb84b44911beb304695693fb6a", | |
| "881955110835420799fbdb7951e9c33b", | |
| "ee138a84b7f04a7e8fbe1b20aaeb74c6", | |
| "817352d7c2ad4560bd92541e032e5fae", | |
| "f77dd9fe0c5d463fbc056d05ca4c142a", | |
| "8b0ae2a666614c99aa1a79deba0569fb", | |
| "d04bdbb4d63b4ae4bcdc470c6ab22a54", | |
| "0a49b4bfd0d74cd8b5db70d7950a1510", | |
| "126bfdb891b443a8850a6a7163afa94e", | |
| "0af3015f9dfa4352b523a75d1d0111d5", | |
| "dae43d3e0b04453cac5b58ddd2074fc2", | |
| "4f79472ee133440f9a3bcb231ee16e66", | |
| "c2cf867a6a664b2db9d26d027837a958", | |
| "43d4c8ddf4354a0eae7b3aa9f2f153ca", | |
| "aaccb815e1ae40a9ac99175105f568f9", | |
| "d1d3d540405148ee9ca59496822fb7f5", | |
| "e9d8a8cda2c54e8581933b5d20df1ab1", | |
| "10f93ef1edd84e30885e46bd95a0805f", | |
| "744c586ecdf0491aa9d512919f015569" | |
| ] | |
| }, | |
| "id": "2Yu-rqwa1zns", | |
| "outputId": "1c3d558d-4566-4fc4-87e6-1a925e967c84" | |
| }, | |
| "execution_count": 25, | |
| "outputs": [ | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "config.json: 0%| | 0.00/636 [00:00<?, ?B/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "b81cde2cac9449a2a3604f37122610c9" | |
| } | |
| }, | |
| "metadata": {} | |
| }, | |
| { | |
| "output_type": "display_data", | |
| "data": { | |
| "text/plain": [ | |
| "pytorch_model.bin: 0%| | 0.00/50.7M [00:00<?, ?B/s]" | |
| ], | |
| "application/vnd.jupyter.widget-view+json": { | |
| "version_major": 2, | |
| "version_minor": 0, | |
| "model_id": "126bfdb891b443a8850a6a7163afa94e" | |
| } | |
| }, | |
| "metadata": {} | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "spectrogram = torch.tensor(processed_example[\"labels\"])\n", | |
| "with torch.no_grad():\n", | |
| " speech = vocoder(spectrogram)" | |
| ], | |
| "metadata": { | |
| "id": "byzHH-Jl2XeL" | |
| }, | |
| "execution_count": 26, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "from IPython.display import Audio\n", | |
| "Audio(speech.cpu().numpy(), rate=16000)" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 76 | |
| }, | |
| "id": "MgovGHdT2aJv", | |
| "outputId": "6462e52b-8e2b-4c5b-8761-eb307dc497e4" | |
| }, | |
| "execution_count": 27, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "<IPython.lib.display.Audio object>" | |
| ], | |
| "text/html": [ | |
| "\n", | |
| " <audio controls=\"controls\" >\n", | |
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