Upload 4 files
Browse files- graph.js +123 -0
- index.html +124 -16
- info.csv +474 -0
- mst_data.json +1 -0
graph.js
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async function loadCsvData(url) {
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const response = await fetch(url);
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const csvText = await response.text();
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const cleanedCsvText = csvText.replace(/\r/g, ""); // ここで \r を取り除く
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const lines = cleanedCsvText.split("\n");
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const headers = lines[0].split(",");
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return lines.slice(1).map((line) => {
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const data = line.split(",");
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return headers.reduce((obj, nextKey, index) => {
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obj[nextKey] = data[index];
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return obj;
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}, {});
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});
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}
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const csvUrl = "info.csv";
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// CSVデータを格納するための変数
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let csvData;
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// CSVファイルをロード
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loadCsvData(csvUrl).then((data) => {
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csvData = data;
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});
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// Load data from the JSON file
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fetch("mst_data.json")
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.then((response) => response.json())
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.then((data) => {
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const nodes = new vis.DataSet(data.nodes);
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const edges = new vis.DataSet(
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data.edges.map((edge) => ({
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from: edge.from,
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to: edge.to,
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length: edge.length * 1000,
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value: 1 / edge.length,
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title: 1 - edge.length,
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}))
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);
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const container = document.getElementById("network");
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const graphData = { nodes: nodes, edges: edges };
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const options = {
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width: "100%",
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height: "100%",
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nodes: {
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font: {
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size: 40,
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},
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},
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edges: {
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smooth: false,
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chosen: false,
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},
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physics: {
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barnesHut: {
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// springConstant: 1,
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// centralGravity: 0,
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// theta: 1,
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gravitationalConstant: -100000,
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// avoidOverlap: 0.5,
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},
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},
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layout: {
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improvedLayout: false,
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},
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};
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const network = new vis.Network(container, graphData, options);
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// Add event listener for node clicks
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network.on("selectNode", function (params) {
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if (params.nodes.length > 0) {
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const nodeId = params.nodes[0];
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const nodeName = nodes.get(nodeId).label; // Assuming label is the same as node name
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const nodeData = csvData.find((item) => item.name === nodeName);
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// Update infoview
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document.getElementById("node-name").textContent = nodeName;
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if (nodeData) {
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document.getElementById("node-num-files").textContent =
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nodeData.num_files;
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document.getElementById("node-duration").textContent =
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nodeData.total_duration_min;
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document.getElementById("node-f0").textContent = nodeData.f0_mean;
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}
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}
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});
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function zoomToNode() {
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const nodeName = document.getElementById("model-name-input").value;
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const foundNode = nodes.get({
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filter: function (item) {
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return item.label === nodeName;
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},
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});
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if (foundNode.length > 0) {
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const nodeId = foundNode[0].id;
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network.focus(nodeId, { scale: 1, animation: true });
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network.selectNodes([nodeId]);
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document.getElementById("node-name").textContent = nodeName;
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} else {
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alert("Not found.");
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}
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}
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document
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.getElementById("search-button")
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.addEventListener("click", zoomToNode);
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document
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.getElementById("model-name-input")
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.addEventListener("keyup", function (event) {
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if (event.key === "Enter") {
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event.preventDefault();
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zoomToNode();
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}
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});
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})
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.catch((error) => console.error("Error loading the MST data:", error));
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index.html
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<!DOCTYPE html>
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<html>
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</html>
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<!DOCTYPE html>
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<html>
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<head>
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<title>MoeSpeech エクスプローラー</title>
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<script type="text/javascript" src="https://unpkg.com/vis-network/standalone/umd/vis-network.min.js"></script>
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<style>
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#network {
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width: 100%;
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height: 1200px;
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border: 1px solid black;
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border-radius: 4px;
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margin-top: 20px;
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}
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#infoview {
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margin: 10px;
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}
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#infoview span {
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font-size: 18px;
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/* font-weight: bold; */
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}
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button {
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padding: 10px 15px;
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margin: 10px 5px;
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/* border: none; */
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border-radius: 4px;
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background-color: #D2E5FF;
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border-color: #2B7CE9;
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color: black;
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cursor: pointer;
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transition: background-color 0.3s;
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}
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button:hover {
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background-color: #9ec5ff;
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}
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</style>
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</head>
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| 43 |
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<body>
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| 44 |
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<h2>MoeSpeech Speaker similarity graph</h2>
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<!-- 利用規約と同意ボタン -->
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| 46 |
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<div id="terms-container">
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| 47 |
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<h3>Terms of use</h3>
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| 48 |
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<p>
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| 49 |
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ここでは<a href="https://huggingface.co/datasets/litagin/moe-speech">MoeSpeech</a>データセットのuuidごとの類似度グラフを提供しています。
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| 50 |
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<br>
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| 51 |
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このエクスプローラーを利用するには以下の利用規約に同意する必要があります。
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<br>
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| 53 |
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<li>ここで提供されている情報を再配布してはいけません。</li>
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| 54 |
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<li>話者に関する情報を共有してはいけません。例えば、あるuuidと別のuuidが非常に似ている等の情報を第三者に共有してはいけません。</li>
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| 55 |
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<li><a
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| 56 |
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href="https://huggingface.co/spaces/litagin/moe-speech-license">MoeSpeechデータセットのライセンス</a>を読み、同意してください。
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| 57 |
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</li>
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| 58 |
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</p>
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| 59 |
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<p>
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| 60 |
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This provides a similarity graph of each uuids of <a
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href="https://huggingface.co/datasets/litagin/moe-speech">MoeSpeech</a> dataset.
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| 62 |
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<br>
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| 63 |
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To use this explorer, you must agree to the following terms of use.
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| 64 |
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<br>
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| 65 |
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<li>You should not distribute the provided information.</li>
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| 66 |
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<li>You should not share any information about the speakers. For example, you should not share that one uuid
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| 67 |
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is very similar to another uuid.</li>
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| 68 |
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<li>You should read and agree to the <a
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| 69 |
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href="https://huggingface.co/spaces/litagin/moe-speech-license">MoeSpeech dataset license</a></li>
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| 70 |
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</p>
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| 71 |
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<input type="checkbox" id="agree-checkbox">利用規約に同意する / I agree to the terms of use
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| 72 |
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<button id="agree-button" disabled>同意する / Agree</button>
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| 73 |
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</div>
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| 74 |
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<!-- 本来のコンテンツ -->
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| 75 |
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<hr>
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| 76 |
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<div id="main-content" style="display:none;">
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| 77 |
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<p>近い声質の識別子同士が繋がっています。拡大縮小や頂点の移動ができます。辺が短いほど・太いほど似ているはずです（あくまで目安です）。辺にカーソルをのせたときの数字は2つのコサイン類似度です。
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| 78 |
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<details>
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| 79 |
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<summary>技術的な詳細</summary>
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| 80 |
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データからランダムに10音声を選び、それぞれに対して
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<a
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href="https://huggingface.co/pyannote/wespeaker-voxceleb-resnet34-LM">この埋め込み</a>を使って得られた256次元特徴量の平均に対して、それらのコサイン距離を使ってminimum
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spanning treeを作ったものです。
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</details>
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</p>
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<p>
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Similar speakers are connected. You can zoom in/out and move the nodes. The shorter/thicker the edge, the
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more
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similar the speakers should be (this is just a rough guide). The number on the edge is the cosine similarity
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between the two embeddings.
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<details>
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<summary>Technical details</summary>
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| 93 |
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This is a minimum spanning tree of the cosine distances between the average of 256-dimensional embeddings
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| 94 |
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obtained from
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<a href="https://huggingface.co/pyannote/wespeaker-voxceleb-resnet34-LM">this embedding</a> for 10 random
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samples.
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</details>
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| 98 |
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</p>
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<hr>
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<div id="infoview">
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| 102 |
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<div id="search-view">
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<label for="model-name-input">Search uuid: </label>
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<input type="text" id="model-name-input" placeholder="input uuid">
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<button id="search-button">Search</button>
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</div>
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<span id="node-description">Current uuid:</span>
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<span id="node-name">Select uuid</span>
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<br>
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<span id="node-num-files-desc">Number of files: </span>
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<span id="node-num-files"></span>
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<br>
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| 113 |
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<span id="node-duration-desc">Total duration (min):</span>
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| 114 |
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<span id="node-duration"></span>
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<br>
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| 116 |
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<span id="node-f0-desc">Mean F0 (Hz): </span>
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| 117 |
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<span id="node-f0"></span>
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| 118 |
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</div>
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| 119 |
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<div id="network"></div>
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| 120 |
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</div>
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| 121 |
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<script src="graph.js"></script>
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| 122 |
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<script src="terms.js"></script>
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| 123 |
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</body>
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| 124 |
+
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| 125 |
</html>
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| 126 |
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</html>
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info.csv
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mst_data.json
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