audio-course/pr_239/ko/chapter2/hands_on.html

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		<link rel="modulepreload" href="/docs/audio-course/pr_239/ko/_app/immutable/chunks/MermaidChart.svelte_svelte_type_style_lang.510229b2.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;실습 과제&quot;,&quot;local&quot;:&quot;hands-on-exercise&quot;,&quot;sections&quot;:[],&quot;depth&quot;:1}"><!-- HEAD_svelte-u9bgzb_END -->      <p></p>  <div class="items-center shrink-0 min-w-[100px] max-sm:min-w-[50px] justify-end ml-auto flex" style="float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"><div class="inline-flex rounded-md max-sm:rounded-sm"><button class="inline-flex items-center gap-1 h-7 max-sm:h-7 px-2 max-sm:px-1.5 text-sm font-medium text-gray-800 border border-r-0 rounded-l-md max-sm:rounded-l-sm border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-live="polite"><span class="inline-flex items-center justify-center rounded-md p-0.5 max-sm:p-0 hover:text-gray-800 dark:hover:text-gray-200"><svg class="sm:size-3.5 size-3" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg></span> <span>Copy page</span></button> <button class="inline-flex items-center justify-center w-6 max-sm:w-5 h-7 max-sm:h-7 disabled:pointer-events-none text-sm text-gray-500 hover:text-gray-700 dark:hover:text-white rounded-r-md max-sm:rounded-r-sm border border-l transition border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-haspopup="menu" aria-expanded="false" aria-label="Open copy menu"><svg class="transition-transform text-gray-400 overflow-visible sm:size-3.5 size-3 rotate-0" width="1em" height="1em" viewBox="0 0 12 7" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M1 1L6 6L11 1" stroke="currentColor"></path></svg></button></div> </div>  <h1 class="relative group"><a id="hands-on-exercise" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#hands-on-exercise"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>실습 과제</span></h1> <p data-svelte-h="svelte-194hwet">이 과제는 평가의 대상은 아닙니다. 단지 나머지 코스를 위해 여러분이 라이브러리와 툴에 익숙해지는 것을 목적으로 합니다. 구글 코랩, 🤗 Datasets, librosa, 🤗 Transformers에 이미 익숙하시다면 과제를 건너뛰셔도 좋습니다.</p> <ol data-svelte-h="svelte-1pixg6l"><li><a href="https://colab.research.google.com" rel="nofollow">구글 코랩</a> 노트북을 생성해보세요.</li> <li>🤗 Datasets을 이용해 여러분이 원하시는 언어의 <a href="https://huggingface.co/datasets/facebook/voxpopuli" rel="nofollow"><code>facebook/voxpopuli</code> 데이터셋</a> 학습 데이터를 스트리밍 모드로 불러와보세요.</li> <li>데이터셋의 <code>train</code> 부분에서 세번째 데이터를 불러와 보세요. 이 데이터의 feature를 고려할 때, 어떤 오디오 작업에 이 데이터셋을 쓸 수 있으실 것 같나요?</li> <li>이 데이터의 파형과 스펙트로그램을 그려보세요.</li> <li><a href="https://huggingface.co/models" rel="nofollow">🤗 허브</a>에서 사전학습된 모델을 둘러보고 여러분이 고른 언어의 자동 음성 인식 모델을 선택해보세요. 그에 맞는 파이프라인을 인스턴스화 하시고 음성 데이터를 텍스트로 바꿔보세요.</li> <li>여러분이 파이프라인에서 얻은 출력 텍스트와 실제 데이터의 텍스트를 비교해보세요.</li></ol> <p data-svelte-h="svelte-sqeln6">과제를 푸는데 어려움이 있다면 <a href="https://colab.research.google.com/drive/1NGyo5wFpRj8TMfZOIuPaJHqyyXCITftc?usp=sharing" rel="nofollow">풀이 예시</a>를 살펴보는 것도 좋습니다.
뭔가 흥미로운 것을 발견하셨나요? 멋진 모델을 찾으셨나요? 아름다운 스펙트로그램을 얻으셨나요? 트위터에 여러분의 작업 결과와 발견들을 공유해보세요!</p> <p data-svelte-h="svelte-1i7azwh">다음 챕터에선 여러 오디오 트랜스포머의 구조에 대해 알아보고 여러분만의 모델을 학습해봅시다!</p> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/audio-transformers-course/blob/main/chapters/ko/chapter2/hands_on.mdx" target="_blank"><svg class="mr-1" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M31,16l-7,7l-1.41-1.41L28.17,16l-5.58-5.59L24,9l7,7z"></path><path d="M1,16l7-7l1.41,1.41L3.83,16l5.58,5.59L8,23l-7-7z"></path><path d="M12.419,25.484L17.639,6.552l1.932,0.518L14.351,26.002z"></path></svg> <span data-svelte-h="svelte-zjs2n5"><span class="underline">Update</span> on GitHub</span></a>  <p></p> 
			
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