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๐Ÿ“š ebook2audiobook (E2A)

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๐Ÿ“š ebook2audiobook (E2A)

์ „์ž์ฑ…์„ ์ฑ•ํ„ฐ ๋ฐ ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ๊ฐ€ ํฌํ•จ๋œ ์˜ค๋””์˜ค๋ถ์œผ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” CPU/GPU ๋ณ€ํ™˜๊ธฐ

๊ณ ๊ธ‰ TTS ์—”์ง„ ๋“ฑ์„ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค.

์Œ์„ฑ ๋ณต์ œ์™€ 1158๊ฐœ ์–ธ์–ด๋ฅผ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค!

[!IMPORTANT] ์ด ๋„๊ตฌ๋Š” DRM์ด ์—†๊ณ  ํ•ฉ๋ฒ•์ ์œผ๋กœ ์ทจ๋“ํ•œ ์ „์ž์ฑ…์—๋งŒ ์‚ฌ์šฉํ•˜๋„๋ก ๋งŒ๋“ค์–ด์กŒ์Šต๋‹ˆ๋‹ค.

์ €์ž‘์ž๋Š” ์ด ์†Œํ”„ํŠธ์›จ์–ด์˜ ์–ด๋– ํ•œ ์˜ค์šฉ์ด๋‚˜ ๊ทธ๋กœ ์ธํ•œ ๋ฒ•์  ๊ฒฐ๊ณผ์— ๋Œ€ํ•ด ์ฑ…์ž„์ง€์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

์ด ๋„๊ตฌ๋ฅผ ์ฑ…์ž„๊ฐ ์žˆ๊ฒŒ, ๊ทธ๋ฆฌ๊ณ  ์ ์šฉ ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  ๋ฒ•๋ฅ ์„ ์ค€์ˆ˜ํ•˜์—ฌ ์‚ฌ์šฉํ•˜์‹ญ์‹œ์˜ค.

ebook2audiobook ๊ฐœ๋ฐœ์ž๋ฅผ ์ง€์›ํ•ด ์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

๋กœ์ปฌ์—์„œ ์‹คํ–‰

<a href="https://github.com/DrewThomasson/ebook2audiobook">

</a><a href="https://hub.docker.com/r/athomasson2/ebook2audiobook">

</a>

์›๊ฒฉ์œผ๋กœ ์‹คํ–‰

๊ทธ๋ž˜ํ”ฝ ์ธํ„ฐํŽ˜์ด์Šค(GUI)

<details> <summary>์›น GUI ์ด๋ฏธ์ง€๋ฅผ ๋ณด๋ ค๋ฉด ํด๋ฆญํ•˜์„ธ์š”</summary> </details>

๋ฐ๋ชจ

์ƒˆ๋กœ์šด ๊ธฐ๋ณธ ์Œ์„ฑ ๋ฐ๋ชจ

https://github.com/user-attachments/assets/750035dc-e355-46f1-9286-05c1d9e88cea

<details> <summary>์ถ”๊ฐ€ ๋ฐ๋ชจ</summary>

ASMR ์Œ์„ฑ

https://github.com/user-attachments/assets/68eee9a1-6f71-4903-aacd-47397e47e422

๋น„ ์˜ค๋Š” ๋‚  ์Œ์„ฑ

https://github.com/user-attachments/assets/d25034d9-c77f-43a9-8f14-0d167172b080

์Šค์นผ๋ › ์Œ์„ฑ

https://github.com/user-attachments/assets/b12009ee-ec0d-45ce-a1ef-b3a52b9f8693

๋ฐ์ด๋น„๋“œ ์• ํŠผ๋ฒ„๋Ÿฌ ์Œ์„ฑ

https://github.com/user-attachments/assets/81c4baad-117e-4db5-ac86-efc2b7fea921

์˜ˆ์‹œ

</details>

README.md

๋ชฉ์ฐจ

๊ธฐ๋Šฅ

  • ๐Ÿ”ง ์ง€์›๋˜๋Š” TTS ์—”์ง„: XTTSv2, Bark, Fairseq, VITS, Tacotron2, Tortoise, GlowTTS, YourTTS

  • ๐Ÿ“š ์—ฌ๋Ÿฌ ํŒŒ์ผ ํ˜•์‹ ๋ณ€ํ™˜: .epub, .mobi, .azw3, .fb2, .lrf, .rb, .snb, .tcr, .pdf, .txt, .rtf, .doc, .docx, .html, .odt, .azw, .tiff, .tif, .png, .jpg, .jpeg, .bmp, .zip

  • ๐Ÿ’ป ์งง์€ ํ…์ŠคํŠธ๋ฅผ ์ง์ ‘ ์˜ค๋””์˜ค๋กœ ๋ณ€ํ™˜ํ•˜๋Š” ํ…์ŠคํŠธ ์˜์—ญ

  • ๐Ÿ” ์ด๋ฏธ์ง€๋กœ ๋œ ํ…์ŠคํŠธ ํŽ˜์ด์ง€๊ฐ€ ์žˆ๋Š” ํŒŒ์ผ์„ ์œ„ํ•œ OCR ์Šค์บ”

  • ๐Ÿ”Š ๊ณ ํ’ˆ์งˆ ํ…์ŠคํŠธ ์Œ์„ฑ ๋ณ€ํ™˜, ๊ฑฐ์˜ ์‹ค์‹œ๊ฐ„๋ถ€ํ„ฐ ๊ฑฐ์˜ ์‹ค์ œ ์Œ์„ฑ๊นŒ์ง€

  • ๐Ÿ—ฃ๏ธ ์ž์‹ ์˜ ์Œ์„ฑ ํŒŒ์ผ์„ ์‚ฌ์šฉํ•œ ์„ ํƒ์  ์Œ์„ฑ ๋ณต์ œ

  • ๐ŸŒ 1158๊ฐœ ์–ธ์–ด ์ง€์› (supported languages list)

  • ๐Ÿ’ป ์ €์‚ฌ์–‘ ์นœํ™”์  โ€” **2 GB RAM / 1 GB VRAM(์ตœ์†Œ)**์—์„œ ์‹คํ–‰

  • ๐ŸŽต ์˜ค๋””์˜ค๋ถ ์ถœ๋ ฅ ํ˜•์‹: mono or stereo aac, flac, mp3, m4b, m4a, mp4, mov, ogg, wav, webm

  • ๐Ÿง  SML ํƒœ๊ทธ ์ง€์› โ€” ์ค‘๋‹จ, ๋ฉˆ์ถค, ์Œ์„ฑ ์ „ํ™˜ ๋“ฑ์˜ ์„ธ๋ฐ€ํ•œ ์ œ์–ด (see below)

  • ๐Ÿงฉ ์ž์‹ ์ด ํ•™์Šตํ•œ ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•œ ์„ ํƒ์  ์ปค์Šคํ…€ ๋ชจ๋ธ (XTTSv2, VITS, FAIRSEQ, PIPER, others on request)

  • ๐ŸŽ›๏ธ E2A ํŒ€์ด ํ•™์Šตํ•œ ๋ฏธ์„ธ ์กฐ์ •๋œ ํ”„๋ฆฌ์…‹ ๋ชจ๋ธ

    <i>(์ถ”๊ฐ€ ๋ฏธ์„ธ ์กฐ์ •๋œ ๋ชจ๋ธ์ด ํ•„์š”ํ•˜๊ฑฐ๋‚˜, ๊ณต์‹ ํ”„๋ฆฌ์…‹ ๋ชฉ๋ก์— ์ž์‹ ์˜ ๋ชจ๋ธ์„ ๊ณต์œ ํ•˜๊ณ  ์‹ถ์œผ์‹œ๋ฉด ์ €ํฌ์—๊ฒŒ ์—ฐ๋ฝํ•˜์„ธ์š”)</i>

ํ•˜๋“œ์›จ์–ด ์š”๊ตฌ ์‚ฌํ•ญ

  • RAM 2GB ์ตœ์†Œ, 8GB ๊ถŒ์žฅ.
  • VRAM 1GB ์ตœ์†Œ, 4GB ๊ถŒ์žฅ.
  • Windows์—์„œ ์‹คํ–‰ํ•˜๋Š” ๊ฒฝ์šฐ ๊ฐ€์ƒํ™” ํ™œ์„ฑํ™”(Docker ์ „์šฉ).
  • CPU, XPU(intel, AMD, ARM)*.
  • CUDA, ROCm, JETSON
  • MPS(Apple Silicon CPU)

*<i> ์ตœ์‹  TTS ์—”์ง„์€ CPU์—์„œ ๋งค์šฐ ๋А๋ฆฌ๋ฏ€๋กœ YourTTS, Tacotron2 ๋“ฑ ๋” ๋‚ฎ์€ ํ’ˆ์งˆ์˜ TTS๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.</i>

์ง€์› ์–ธ์–ด

Arabic (ar)Chinese (zh)English (en)Spanish (es)
French (fr)German (de)Italian (it)Portuguese (pt)
Polish (pl)Turkish (tr)Russian (ru)Dutch (nl)
Czech (cs)Japanese (ja)Hindi (hi)Bengali (bn)
Hungarian (hu)Korean (ko)Vietnamese (vi)Swedish (sv)
Persian (fa)Yoruba (yo)Swahili (sw)Indonesian (id)
Slovak (sk)Croatian (hr)Tamil (ta)Danish (da)

์ง€์›๋˜๋Š” ์ „์ž์ฑ… ํ˜•์‹

  • .epub, .pdf, .mobi, .txt, .html, .rtf, .chm, .lit, .pdb, .fb2, .odt, .cbr, .cbz, .prc, .lrf, .pml, .snb, .cbc, .rb, .tcr
  • ์ตœ์ƒ์˜ ๊ฒฐ๊ณผ: ์ž๋™ ์ฑ•ํ„ฐ ๊ฐ์ง€์—๋Š” .epub ๋˜๋Š” .mobi

์ถœ๋ ฅ ๋ฐ ์ฒ˜๋ฆฌ ํ˜•์‹

  • .m4b, .m4a, .mp4, .webm, .mov, .mp3, .flac, .wav, .ogg, .aac
  • ์ฒ˜๋ฆฌ ํ˜•์‹์€ lib/conf.py์—์„œ ๋ณ€๊ฒฝํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค

์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ SML ํƒœ๊ทธ

  • [break] โ€” ๋ฌด์Œ(๋ฌด์ž‘์œ„ ๋ฒ”์œ„ 0.3โ€“0.6 sec.)
  • [pause] โ€” ๋ฌด์Œ(๋ฌด์ž‘์œ„ ๋ฒ”์œ„ 1.0โ€“1.6 sec.)
  • [pause:N] โ€” ๊ณ ์ • ๋ฉˆ์ถค(N sec.)
  • [voice:/path/to/voice/file]...[/voice] โ€” ๊ธฐ๋ณธ ์Œ์„ฑ ๋˜๋Š” GUI/CLI์—์„œ ์„ ํƒํ•œ ์Œ์„ฑ์—์„œ ์Œ์„ฑ ์ „ํ™˜

์ „์ž์ฑ…์— SML์„ ์ž๋™์œผ๋กœ ์ถ”๊ฐ€ํ•˜๋Š” ๋ฐ ์ „๋…ํ•˜๋Š” ๋‹ค๋ฅธ ์ €์žฅ์†Œ๋ฅผ ํ™•์ธํ•˜์„ธ์š” -> E2A-SML

[!IMPORTANT] **์„ค์น˜ ๋˜๋Š” ๋ฒ„๊ทธ ๋ฌธ์ œ๋ฅผ ๊ฒŒ์‹œํ•˜๊ธฐ ์ „์—, ์—ด๋ฆฐ ๋ฌธ์ œ์™€ ๋‹ซํžŒ ๋ฌธ์ œ ํƒญ์„ ์ฃผ์˜ ๊นŠ๊ฒŒ ๊ฒ€์ƒ‰ํ•˜์—ฌ

๊ท€ํ•˜์˜ ๋ฌธ์ œ๊ฐ€ ์•„์ง ์กด์žฌํ•˜์ง€ ์•Š๋Š”์ง€ ํ™•์ธํ•˜์‹ญ์‹œ์˜ค.**

[!NOTE] **EPUB ํ˜•์‹์—๋Š” ์ฑ•ํ„ฐ, ๋‹จ๋ฝ, ์„œ๋ฌธ ๋“ฑ์ด ๋ฌด์—‡์ธ์ง€ ์ •์˜ํ•˜๋Š” ์–ด๋– ํ•œ ํ‘œ์ค€ ๊ตฌ์กฐ๋„ ์—†์Šต๋‹ˆ๋‹ค.

๋”ฐ๋ผ์„œ ๋จผ์ € ์˜ค๋””์˜ค๋กœ ๋ณ€ํ™˜ํ•˜๊ณ  ์‹ถ์ง€ ์•Š์€ ํ…์ŠคํŠธ๋ฅผ ์ˆ˜๋™์œผ๋กœ ์ œ๊ฑฐํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.**

์ง€์นจ

  1. ์ €์žฅ์†Œ ๋ณต์ œ

    bash
    git clone https://github.com/DrewThomasson/ebook2audiobook.git
    cd ebook2audiobook
    
  2. ebook2audiobook ์„ค์น˜ / ์‹คํ–‰:

    • Linux/MacOS

      bash
      ./ebook2audiobook.command
      

      <i>macOS ์‚ฌ์šฉ์ž ์ฐธ๊ณ : ๋ˆ„๋ฝ๋œ ํ”„๋กœ๊ทธ๋žจ์„ ์„ค์น˜ํ•˜๊ธฐ ์œ„ํ•ด homebrew๊ฐ€ ์„ค์น˜๋ฉ๋‹ˆ๋‹ค.</i>

    • Mac ๋Ÿฐ์ฒ˜
      Mac Ebook2Audiobook Launcher.command๋ฅผ ๋”๋ธ” ํด๋ฆญํ•˜์„ธ์š”

    • Windows

      bash
      ebook2audiobook.cmd
      

      ๋˜๋Š” ebook2audiobook.cmd๋ฅผ ๋”๋ธ” ํด๋ฆญํ•˜์„ธ์š”

      <i>Windows ์‚ฌ์šฉ์ž ์ฐธ๊ณ : ๊ด€๋ฆฌ์ž ๊ถŒํ•œ ์—†์ด ๋ˆ„๋ฝ๋œ ํ”„๋กœ๊ทธ๋žจ์„ ์„ค์น˜ํ•˜๊ธฐ ์œ„ํ•ด scoop์ด ์„ค์น˜๋ฉ๋‹ˆ๋‹ค.</i>

  3. ์›น ์•ฑ ์—ด๊ธฐ: ํ„ฐ๋ฏธ๋„์— ์ œ๊ณต๋œ URL์„ ํด๋ฆญํ•˜์—ฌ ์›น ์•ฑ์— ์ ‘์†ํ•˜๊ณ  ์ „์ž์ฑ…์„ ๋ณ€ํ™˜ํ•˜์„ธ์š”. http://localhost:7860/

  4. ๊ณต๊ฐœ ๋งํฌ์˜ ๊ฒฝ์šฐ: ./ebook2audiobook.command --share (Linux/MacOS) ebook2audiobook.cmd --share (Windows) python app.py --share (all OS)

[!IMPORTANT] **์Šคํฌ๋ฆฝํŠธ๋ฅผ ์ค‘์ง€ํ•˜๊ณ  ๋‹ค์‹œ ์‹คํ–‰ํ•˜๋ฉด Gradio GUI ์ธํ„ฐํŽ˜์ด์Šค๋ฅผ ์ƒˆ๋กœ ๊ณ ์ณ์•ผ ํ•ฉ๋‹ˆ๋‹ค

์›น ํŽ˜์ด์ง€๊ฐ€ ์ƒˆ๋กœ์šด ์—ฐ๊ฒฐ ์†Œ์ผ“์— ๋‹ค์‹œ ์—ฐ๊ฒฐ๋  ์ˆ˜ ์žˆ๋„๋ก ํ•˜๊ธฐ ์œ„ํ•ด์„œ์ž…๋‹ˆ๋‹ค.**

๊ธฐ๋ณธ ์‚ฌ์šฉ๋ฒ•

  • Linux/MacOS:

    bash
    ./ebook2audiobook.command --headless --ebook <path_to_ebook_file> --voice <path_to_voice_file> --language <language_code>
    
  • Windows

    bash
    ebook2audiobook.cmd --headless --ebook <path_to_ebook_file> --voice <path_to_voice_file> --language <language_code>
    
  • [--ebook]: ์ „์ž์ฑ… ํŒŒ์ผ์˜ ๊ฒฝ๋กœ

  • [--voice]: ์Œ์„ฑ ๋ณต์ œ ํŒŒ์ผ ๊ฒฝ๋กœ(์„ ํƒ ์‚ฌํ•ญ)

  • [--language]: ISO-639-3 ํ˜•์‹์˜ ์–ธ์–ด ์ฝ”๋“œ(์˜ˆ: ์ดํƒˆ๋ฆฌ์•„์–ด๋Š” ita, ์˜์–ด๋Š” eng, ๋…์ผ์–ด๋Š” deu...).

    ๊ธฐ๋ณธ ์–ธ์–ด๋Š” eng์ด๋ฉฐ, ./lib/lang.py์— ์„ค์ •๋œ ๊ธฐ๋ณธ ์–ธ์–ด์˜ ๊ฒฝ์šฐ --language๋Š” ์„ ํƒ ์‚ฌํ•ญ์ž…๋‹ˆ๋‹ค.

    2๊ธ€์ž ISO-639-1 ์ฝ”๋“œ๋„ ์ง€์›๋ฉ๋‹ˆ๋‹ค.

์ปค์Šคํ…€ ๋ชจ๋ธ Zip ์—…๋กœ๋“œ ์˜ˆ์‹œ

(ํ•„์ˆ˜ ๋ชจ๋ธ ํŒŒ์ผ์ด ํฌํ•จ๋œ .zip ํŒŒ์ผ์ด์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. XTTSv2 ์˜ˆ์‹œ: config.json, model.pth, vocab.json ๋ฐ ref.wav)

  • Linux/MacOS

    bash
    ./ebook2audiobook.command --headless --ebook <ebook_file_path> --language <language> --custom_model <custom_model_path>
    
  • Windows

    bash
    ebook2audiobook.cmd --headless --ebook <ebook_file_path> --language <language> --custom_model <custom_model_path>
    

    <i>์ฐธ๊ณ : ์ปค์Šคํ…€ ๋ชจ๋ธ์˜ ref.wav๋Š” ํ•ญ์ƒ ๋ณ€ํ™˜์„ ์œ„ํ•ด ์„ ํƒ๋œ ์Œ์„ฑ์ž…๋‹ˆ๋‹ค</i>

  • <custom_model_path>: model_name.zip ํŒŒ์ผ์˜ ๊ฒฝ๋กœ, ์ด ํŒŒ์ผ์€ (tts ์—”์ง„์— ๋”ฐ๋ผ) ๋ชจ๋“  ํ•„์ˆ˜ ํŒŒ์ผ์„ ํฌํ•จํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค

    (./lib/models.py ์ฐธ์กฐ).
    

์‚ฌ์šฉํ•  ๋ชจ๋“  ๋งค๊ฐœ๋ณ€์ˆ˜ ๋ชฉ๋ก์ด ํฌํ•จ๋œ ์ž์„ธํ•œ ๊ฐ€์ด๋“œ๋Š”

  • Linux/MacOS
    bash
    ./ebook2audiobook.command --help
    
  • Windows
    bash
    ebook2audiobook.cmd --help
    
  • ๋˜๋Š” ๋ชจ๋“  OS์˜ ๊ฒฝ์šฐ python app.py --help

<a id="help-command-output"></a>

bash
usage: app.py [-h] [--session SESSION] [--share] [--headless] [--ebook EBOOK] [--ebooks_dir EBOOKS_DIR]
              [--language LANGUAGE] [--voice VOICE] [--voice_map VOICE_MAP] [--device {CPU,CUDA,MPS,ROCM,XPU,JETSON}]
              [--tts_engine {XTTS,BARK,VITS,FAIRSEQ,TACOTRON,YOURTTS,xtts,bark,vits,fairseq,tacotron,yourtts}]
              [--custom_model CUSTOM_MODEL] [--fine_tuned FINE_TUNED] [--output_format OUTPUT_FORMAT]
              [--output_channel OUTPUT_CHANNEL] [--temperature TEMPERATURE] [--length_penalty LENGTH_PENALTY]
              [--num_beams NUM_BEAMS] [--repetition_penalty REPETITION_PENALTY] [--top_k TOP_K] [--top_p TOP_P]
              [--speed SPEED] [--enable_text_splitting] [--text_temp TEXT_TEMP] [--waveform_temp WAVEFORM_TEMP]
              [--output_dir OUTPUT_DIR] [--version]

Convert eBooks to Audiobooks using a Text-to-Speech model. You can either launch the Gradio interface or run the script in headless mode for direct conversion.

options:
  -h, --help            show this help message and exit
  --session SESSION     Session to resume the conversion in case of interruption, crash,
                            or reuse of custom models and custom cloning voices.

**** The following option is for gradio/gui mode only:
  --share               (Optional) Enable a public shareable Gradio link.

**** The following options are for --headless mode only:
  --headless            Run the script in headless mode
  --ebook EBOOK         Path to the ebook file for conversion. Cannot be used when --ebooks_dir is present.
  --ebooks_dir EBOOKS_DIR
                        Relative or absolute path of the directory containing the files to convert.
                            Cannot be used when --ebook is present.
  --text TEXT           Raw text for conversion. Cannot be used when --ebook or --ebooks_dir is present.
  --language LANGUAGE   Language of the e-book. Default language is set
                            in ./lib/lang.py sed as default if not present. All compatible language codes are in ./lib/lang.py

optional parameters:
  --translate ISO3      (Optional) Translate ebook to a target language (ISO 639-3 code, e.g. eng, fra, deu) before TTS synthesis.
                            Uses argostranslate. The target language becomes the effective TTS language for the run.
                            A copy of the source ebook is made with the _<iso3> suffix so translated and non-translated
                            outputs stay isolated (independent process folder, audio chunks, and final file).
  --voice VOICE         (Optional) Path to the voice cloning file for TTS engine.
                            Uses the default voice if not present.
  --voice_map VOICE_MAP
                        (Optional, --ebooks_dir only) Path to a JSON file mapping ebook path -> voice path.
                            Each entry overrides --voice for that specific ebook. Missing/null entries fall back to --voice.
                            Keys may be absolute paths or basenames. Example:
                            {"book1.epub": "/voices/eng/adult/female/alice.wav", "/abs/path/book2.epub": null}
  --device {CPU,CUDA,MPS,ROCM,XPU,JETSON}
                        (Optional) Processor unit type for the conversion.
                            Default is set in ./lib/conf.py if not present. Fall back to CPU if CUDA or MPS is not available.
  --tts_engine {XTTS,BARK,VITS,FAIRSEQ,TACOTRON,YOURTTS,xtts,bark,vits,fairseq,tacotron,yourtts}
                        (Optional) Preferred TTS engine (available are: ['XTTS', 'BARK', 'VITS', 'FAIRSEQ', 'TACOTRON', 'YOURTTS', 'xtts', 'bark', 'vits', 'fairseq', 'tacotron', 'yourtts'].
                            Default depends on the selected language. The tts engine should be compatible with the chosen language
  --custom_model CUSTOM_MODEL
                        (Optional) Path to the custom model zip file cntaining mandatory model files.
                            Please refer to ./lib/models.py
  --fine_tuned FINE_TUNED
                        (Optional) Fine tuned model path. Default is builtin model.
  --output_format OUTPUT_FORMAT
                        (Optional) Output audio format. Default is m4b set in ./lib/conf.py
  --output_channel OUTPUT_CHANNEL
                        (Optional) Output audio channel. Default is mono set in ./lib/conf.py
  --temperature TEMPERATURE
                        (xtts only, optional) Temperature for the model.
                            Default to config.json model. Higher temperatures lead to more creative outputs.
  --length_penalty LENGTH_PENALTY
                        (xtts only, optional) A length penalty applied to the autoregressive decoder.
                            Default to config.json model. Not applied to custom models.
  --num_beams NUM_BEAMS
                        (xtts only, optional) Controls how many alternative sequences the model explores. Must be equal or greater than length penalty.
                            Default to config.json model.
  --repetition_penalty REPETITION_PENALTY
                        (xtts only, optional) A penalty that prevents the autoregressive decoder from repeating itself.
                            Default to config.json model.
  --top_k TOP_K         (xtts only, optional) Top-k sampling.
                            Lower values mean more likely outputs and increased audio generation speed.
                            Default to config.json model.
  --top_p TOP_P         (xtts only, optional) Top-p sampling.
                            Lower values mean more likely outputs and increased audio generation speed. Default to config.json model.
  --speed SPEED         (xtts only, optional) Speed factor for the speech generation.
                            Default to config.json model.
  --enable_text_splitting
                        (xtts only, optional) Enable TTS text splitting. This option is known to not be very efficient.
                            Default to config.json model.
  --text_temp TEXT_TEMP
                        (bark only, optional) Text Temperature for the model.
                            Default to config.json model.
  --waveform_temp WAVEFORM_TEMP
                        (bark only, optional) Waveform Temperature for the model.
                            Default to config.json model.
  --output_dir OUTPUT_DIR
                        (Optional) Path to the output directory. Default is set in ./lib/conf.py
  --version             Show the version of the script and exit

Example usage:
Windows:
    Gradio/GUI:
    ebook2audiobook.cmd
    Headless mode:
    ebook2audiobook.cmd --headless --ebook '/path/to/file' --language eng
Linux/Mac:
    Gradio/GUI:
    ./ebook2audiobook.command
    Headless mode:
    ./ebook2audiobook.command --headless --ebook '/path/to/file' --language eng

SML tags available:
	[break] โ€” silence (random range **0.3โ€“0.6 sec.**)
	[pause] โ€” silence (random range **1.0โ€“1.6 sec.**)
	[pause:N] โ€” fixed pause (**N sec.**)
	[voice:/path/to/voice/file]...[/voice] โ€” switch voice from default or selected voice from GUI/CLI

์ฐธ๊ณ : gradio/gui ๋ชจ๋“œ์—์„œ ์ง„ํ–‰ ์ค‘์ธ ๋ณ€ํ™˜์„ ์ทจ์†Œํ•˜๋ ค๋ฉด ์ „์ž์ฑ… ์—…๋กœ๋“œ ๊ตฌ์„ฑ ์š”์†Œ์˜ [X]๋ฅผ ํด๋ฆญํ•˜๊ธฐ๋งŒ ํ•˜๋ฉด ๋ฉ๋‹ˆ๋‹ค. ํŒ: ์ข€ ๋” ๊ธด ๋ฉˆ์ถค์ด ํ•„์š”ํ•˜๋ฉด 3์ดˆ์˜ ๊ฒฝ์šฐ '[pause:3]'์„ ์ถ”๊ฐ€ํ•˜๋Š” ๋“ฑ.

Docker

  1. ์ €์žฅ์†Œ ๋ณต์ œ:
bash
   git clone https://github.com/DrewThomasson/ebook2audiobook.git
   cd ebook2audiobook
  1. ์ปจํ…Œ์ด๋„ˆ ๋นŒ๋“œ
bash
    Windows:
        Docker:
            ebook2audiobook.cmd --script_mode build_docker
        Docker Compose:
            ebook2audiobook.cmd --script_mode build_docker --docker_mode compose
        Podman Compose:
            ebook2audiobook.cmd --script_mode build_docker --docker_mode podman
    Linux/Mac
        Docker:
            ./ebook2audiobook.command --script_mode build_docker
        Docker Compose
            ./ebook2audiobook.command --script_mode build_docker --docker_mode compose
        Podman Compose:
            ./ebook2audiobook.command --script_mode build_docker --docker_mode podman
  1. ์ปจํ…Œ์ด๋„ˆ ์‹คํ–‰:
bash
Docker run image:
    Gradio/GUI:
        CPU:
          docker run -v "./ebooks:/app/ebooks" -v "./audiobooks:/app/audiobooks" -v "./models:/app/models" -v "./voices:/app/voices" -v "./tmp:/app/tmp" --rm -it -p 7860:7860 athomasson2/ebook2audiobook:cpu
        CUDA:
          docker run -v "./ebooks:/app/ebooks" -v "./audiobooks:/app/audiobooks" -v "./models:/app/models" -v "./voices:/app/voices" -v "./tmp:/app/tmp" --gpus all --rm -it -p 7860:7860 athomasson2/ebook2audiobook:cu[118/122/124/126 etc..]
        ROCM:
          docker run -v "./ebooks:/app/ebooks" -v "./audiobooks:/app/audiobooks" -v "./models:/app/models" -v "./voices:/app/voices" -v "./tmp:/app/tmp" --device=/dev/kfd --device=/dev/dri --rm -it -p 7860:7860 athomasson2/ebook2audiobook:rocm[6.0/6.1/6.4 etc..]
        XPU:
          docker run -v "./ebooks:/app/ebooks" -v "./audiobooks:/app/audiobooks" -v "./models:/app/models" -v "./voices:/app/voices" -v "./tmp:/app/tmp" --device=/dev/dri --rm -it -p 7860:7860 athomasson2/ebook2audiobook:xpu
        JETSON:
          docker run -v "./ebooks:/app/ebooks" -v "./audiobooks:/app/audiobooks" -v "./models:/app/models" -v "./voices:/app/voices" -v "./tmp:/app/tmp" --runtime nvidia  --rm -it -p 7860:7860 athomasson2/ebook2audiobook:jetson[51/60/61 etc...]
    Headless mode:
        CPU:
          docker run -v "./ebooks:/app/ebooks" -v "./audiobooks:/app/audiobooks" -v "./models:/app/models" -v "./voices:/app/voices" -v "./tmp:/app/tmp" -v "/my/real/ebooks/folder/absolute/path:/app/another_ebook_folder" --rm -it -p 7860:7860 ebook2audiobook:cpu --headless --ebook "/app/another_ebook_folder/myfile.pdf" [--voice /app/my/voicepath/voice.mp3 etc..]
        CUDA:
          docker run -v "./ebooks:/app/ebooks" -v "./audiobooks:/app/audiobooks" -v "./models:/app/models" -v "./voices:/app/voices" -v "./tmp:/app/tmp" -v "/my/real/ebooks/folder/absolute/path:/app/another_ebook_folder" --gpus all --rm -it -p 7860:7860 ebook2audiobook:cu[118/122/124/126 etc..] --headless --ebook "/app/another_ebook_folder/myfile.pdf" [--voice /app/my/voicepath/voice.mp3 etc..]
        ROCM:
          docker run -v "./ebooks:/app/ebooks" -v "./audiobooks:/app/audiobooks" -v "./models:/app/models" -v "./voices:/app/voices" -v "./tmp:/app/tmp" -v "/my/real/ebooks/folder/absolute/path:/app/another_ebook_folder" --device=/dev/kfd --device=/dev/dri --rm -it -p 7860:7860 ebook2audiobook:rocm[6.0/6.1/6.4 etc.] --headless --ebook "/app/another_ebook_folder/myfile.pdf" [--voice /app/my/voicepath/voice.mp3 etc..]
        XPU:
          docker run -v "./ebooks:/app/ebooks" -v "./audiobooks:/app/audiobooks" -v "./models:/app/models" -v "./voices:/app/voices" -v "./tmp:/app/tmp" -v "/my/real/ebooks/folder/absolute/path:/app/another_ebook_folder" --device=/dev/dri --rm -it -p 7860:7860 ebook2audiobook:xpu --headless --ebook "/app/another_ebook_folder/myfile.pdf" [--voice /app/my/voicepath/voice.mp3 etc..]
        JETSON:
          docker run -v "./ebooks:/app/ebooks" -v "./audiobooks:/app/audiobooks" -v "./models:/app/models" -v "./voices:/app/voices" -v "./tmp:/app/tmp" -v "/my/real/ebooks/folder/absolute/path:/app/another_ebook_folder" --runtime nvidia --rm -it -p 7860:7860 ebook2audiobook:jetson[51/60/61 etc.] --headless --ebook "/app/another_ebook_folder/myfile.pdf" [--voice /app/my/voicepath/voice.mp3 etc..]
Docker Compose (i.e. cuda 12.8:
        Run Gradio GUI:
               DEVICE_TAG=cu128 docker compose --profile gpu up --no-log-prefix
        Run Headless mode:
               DEVICE_TAG=cu128 docker compose --profile gpu run --rm ebook2audiobook --headless --ebook "/app/ebooks/myfile.pdf" --voice /app/voices/eng/adult/female/some_voice.wav etc..
Podman Compose (i.e. cuda 12.8:
        Run Gradio GUI:
               DEVICE_TAG=cu128 podman-compose -f podman-compose.yml --profile gpu up
        Run Headless mode:
               DEVICE_TAG=cu128 podman-compose -f podman-compose.yml --profile gpu run --rm ebook2audiobook-gpu --headless --ebook "/app/ebooks/myfile.pdf" --voice /app/voices/eng/adult/female/some_voice.wav etc..
  • ์ฐธ๊ณ : MPS๋Š” Docker์—์„œ ๋…ธ์ถœ๋˜์ง€ ์•Š์œผ๋ฏ€๋กœ CPU๋ฅผ ์‚ฌ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค

์ผ๋ฐ˜์ ์ธ Docker ๋ฌธ์ œ

๋ฏธ์„ธ ์กฐ์ •๋œ(fine-tuned) TTS ๋ชจ๋ธ

์ž์‹ ๋งŒ์˜ XTTSv2 ๋ชจ๋ธ์„ ๋ฏธ์„ธ ์กฐ์ •ํ•˜์„ธ์š”

ํ•™์Šต ๋ฐ์ดํ„ฐ์˜ ๋…ธ์ด์ฆˆ ์ œ๊ฑฐ

๋ฏธ์„ธ ์กฐ์ •๋œ TTS ๋ชจ๋ธ ๋ชจ์Œ

์ปค์Šคํ…€ XTTSv2 ๋ชจ๋ธ์˜ ๊ฒฝ์šฐ ์Œ์„ฑ์˜ ์ฐธ์กฐ ์˜ค๋””์˜ค ํด๋ฆฝ์ด ํ•„์ˆ˜์ž…๋‹ˆ๋‹ค:

์ž์‹ ๋งŒ์˜ Ebook2Audiobook ์‚ฌ์šฉ์ž ์ •์˜

์›ํ•˜๋Š” ์„ค์ •์„ ์ถ”๊ฐ€ํ•˜๊ฑฐ๋‚˜ ์ œ๊ฑฐํ•˜๊ธฐ ์œ„ํ•ด libs/conf.py๋ฅผ ์ž์œ ๋กญ๊ฒŒ ์ˆ˜์ •ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๋ฅผ ๊ณ„ํšํ•˜๊ณ  ์žˆ๋‹ค๋ฉด, ๋‹จ์ˆœํžˆ ์›๋ณธ conf.py์˜ ๋ณต์‚ฌ๋ณธ์„ ๋งŒ๋“ค์–ด ๋‘๋ฉด ebook2audiobook์„ ์—…๋ฐ์ดํŠธํ•  ๋•Œ๋งˆ๋‹ค ์ˆ˜์ •๋œ conf.py๋ฅผ ๋ฐฑ์—…ํ•˜๊ณ  ์›๋ณธ์„ ๋‹ค์‹œ ๋˜๋Œ๋ฆด ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. models.py์— ๋Œ€ํ•ด์„œ๋„ ๋™์ผํ•œ ๊ณผ์ •์„ ๊ณ„ํšํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ž์‹ ๋งŒ์˜ ์ปค์Šคํ…€ ๋ชจ๋ธ์„ ๊ณต์‹ ๋ฏธ์„ธ ์กฐ์ •๋œ ebook2audiobook ๋ชจ๋ธ๋กœ ๋งŒ๋“ค๊ณ  ์‹ถ๋‹ค๋ฉด, ์ €ํฌ์—๊ฒŒ ์—ฐ๋ฝํ•ด ์ฃผ์‹œ๋ฉด ํ”„๋ฆฌ์…‹ ๋ชฉ๋ก์— ์ถ”๊ฐ€ํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค.

์ด์ „ ๋ฒ„์ „์œผ๋กœ ๋˜๋Œ๋ฆฌ๊ธฐ

๋ฆด๋ฆฌ์Šค๋Š” -> ์—ฌ๊ธฐ์—์„œ ์ฐพ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค

bash
git checkout tags/VERSION_NUM # Locally/Compose -> Example: git checkout tags/v25.7.7

์ผ๋ฐ˜์ ์ธ ๋ฌธ์ œ:

  • ๋‚ด NVIDIA/ROCm/XPU/MPS GPU๊ฐ€ ๊ฐ์ง€๋˜์ง€ ์•Š๋‚˜์š”?? -> GPU ISSUES Wiki Page
  • CPU๋Š” ๋А๋ฆฝ๋‹ˆ๋‹ค(์„œ๋ฒ„ SMP CPU์—์„œ ๋” ์ข‹์Œ) ๋ฐ˜๋ฉด GPU๋Š” ๊ฑฐ์˜ ์‹ค์‹œ๊ฐ„ ๋ณ€ํ™˜์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค. Discussion about this (ํ•˜์ง€๋งŒ zero-shot ์Œ์„ฑ ๋ณต์ œ๋Š” ์—†์œผ๋ฉฐ Siri ํ’ˆ์งˆ์˜ ์Œ์„ฑ์ด์ง€๋งŒ cpu์—์„œ ํ›จ์”ฌ ๋น ๋ฆ…๋‹ˆ๋‹ค).
  • "์ข…์†์„ฑ ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค" - ๊ทธ๋ƒฅ docker๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”, ์™„์ „ํžˆ ๋…๋ฆฝ์ ์ด๋ฉฐ headless ๋ชจ๋“œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค, ์ž์„ธํ•œ ์ •๋ณด๋Š” docker run ๋ช…๋ น ๋์— --help ๋งค๊ฐœ๋ณ€์ˆ˜๋ฅผ ์ถ”๊ฐ€ํ•˜์„ธ์š”.
  • "์˜ค๋””์˜ค๊ฐ€ ์ž˜๋ฆฌ๋Š” ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค!" - ์ด์— ๋Œ€ํ•ด ISSUE๋ฅผ ์ž‘์„ฑํ•ด ์ฃผ์„ธ์š”, ์ €ํฌ๋Š” ๋ชจ๋“  ์–ธ์–ด๋ฅผ ๊ตฌ์‚ฌํ•˜์ง€ ๋ชปํ•˜๋ฉฐ ๋ฌธ์žฅ ๋ถ„ํ•  ๋กœ์ง์„ ๋ฏธ์„ธ ์กฐ์ •ํ•˜๊ธฐ ์œ„ํ•ด ์‚ฌ์šฉ์ž์˜ ์กฐ์–ธ์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.๐Ÿ˜Š

***** ๋กœ๋“œ๋งต *****

  • ๋ชจ๋“  ๊ธฐ๋Šฅ์ด ๊ณต๊ฐœ ๊ธฐ์—ฌ์— ์—ด๋ ค ์žˆ์Šต๋‹ˆ๋‹ค โญ
  • ๋ชจ๋ธ ๊ฐœ์„ ์„ ๋•๊ธฐ ์œ„ํ•ด ์ง€์› ์–ธ์–ด ์ค‘ ํ•˜๋‚˜๋ฅผ ๊ตฌ์‚ฌํ•˜๋Š” ์‚ฌ๋žŒ๋“ค์˜ ๋ชจ๋“  ๋„์›€ โญ
  • ๋ณ€ํ™˜์„ ์‹œ์ž‘ํ•˜๊ธฐ ์ „์— ๋ธ”๋ก/์ฑ•ํ„ฐ ๋ฏธ๋ฆฌ ๋ณด๊ธฐ
  • ์ •๋ฐ€ํ•œ ํ…์ŠคํŠธ ๋ณ€๊ฒฝ์„ ์œ„ํ•ด ๋ณ€ํ™˜๋œ ๋ฌธ์žฅ ๋‹จ์œ„๋กœ ํŽธ์ง‘
  • ์Œ์„ฑ, ๋ฉˆ์ถค, ์ค‘๋‹จ ๋ฐ ์ถ”๊ฐ€ ๋ณ€๊ฒฝ์„ ์œ„ํ•œ SML ํƒœ๊ทธ ํ†ตํ•ฉ
  • ๋‹ค์–‘ํ•œ ์–ธ์–ด๋กœ ๋œ -h -help ๋งค๊ฐœ๋ณ€์ˆ˜ ์ •๋ณด
  • PDF / JPG / BMP / PNG / TIFF์šฉ OCR ์Šค์บ”
  • ๋…ธํŠธ๋ถ ํด๋” Talked about here
  • ์ค‘๊ตญ์–ด ํ…์ŠคํŠธ ๋ถ„ํ• ์ด ๋‹จ์–ด๋ฅผ ๋ถ„๋ฆฌํ•˜์ง€ ์•Š๋„๋ก ํ•˜๊ณ  ๋ฉˆ์ถค ํƒ€์ด๋ฐ ๊ฐœ์„  Talked about here
  • Dockerfile
  • Docker compose
  • Podman compose
  • Kaggle ๋…ธํŠธ๋ถ
  • Google Colab ๋…ธํŠธ๋ถ
  • iOS ์•ฑ ๋งŒ๋“ค๊ธฐ
  • android ์•ฑ ๋งŒ๋“ค๊ธฐ
  • Audiobookshelf ํ†ตํ•ฉ

์ถ”๊ฐ€ ์˜ต์…˜

  • ์ „์ž์ฑ… ๋ฒˆ์—ญ ์˜ต์…˜
  • ์ถœ๋ ฅ ํ˜•์‹ ์„ ํƒ
  • ์ผ๊ด„ ์ „์ž์ฑ… ํด๋”
  • ๋ฉ€ํ‹ฐํ”„๋กœ์„ธ์‹ฑ ๋ณ€ํ™˜
  • ์ผ๊ด„ ์ „์ž์ฑ… ํด๋” ๋ณ€ํ™˜
  • GPU ์žฅ์น˜ ๊ฐ์ง€
  • ์—…๋กœ๋“œ๋œ ์Œ์„ฑ ๋ณต์ œ๋ฅผ ์œ„ํ•ด ๋ชจ๋“  ์ฐธ์กฐ ์˜ค๋””์˜ค์˜ ๋…ธ์ด์ฆˆ ์ œ๊ฑฐ,
  • ์ปค์Šคํ…€ ๋ชจ๋ธ ์—…๋กœ๋“œ(ํ˜„์žฌ๋กœ์„œ๋Š” XTTSv2๋งŒ. ์š”์ฒญ ์‹œ ์ถ”๊ฐ€)
  • ์ตœ์†Œํ•œ xttsv2, fairseq, vits, piper์šฉ ์œ ๋Ÿฝ ํฌ๋ฅดํˆฌ๊ฐˆ์–ด ์–ธ์–ด ๋ชจ๋ธ ์ถ”๊ฐ€(๋„์›€ ํ™˜์˜)
  • ์ตœ์†Œํ•œ xttsv2, fairseq, vits, piper์šฉ ์‹ ๋””์–ด ์–ธ์–ด ๋ชจ๋ธ ์ถ”๊ฐ€(๋„์›€ ํ™˜์˜)

TTS ์—”์ง„

Readme ๋ฒˆ์—ญ

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๐Ÿ OS ํ˜ธํ™˜์„ฑ

  • ๐ŸŽ Mac Intel x86
  • ๐ŸชŸ Windows x86
  • ๐Ÿง Linux x86
  • ๐Ÿ–ฅ๏ธ๐Ÿ Apple Silicon Mac
  • ๐ŸชŸ๐Ÿ’ช ARM Windows
  • ๐Ÿง๐Ÿ’ช ARM Linux

๋ชจ๋ธ ํ•™์Šต ๋“ฑ์„ ์œ„ํ•œ ์ถ”๊ฐ€์ ์ธ ์˜ค๋ฒ„ํ‚ฌ(์ง€์›๋˜๋Š” ๋ชจ๋“  Coqui-tts ๋ชจ๋ธ๊ณผ piper-tts๋ฅผ ํ•˜๋‚˜์˜ ์‰ฌ์šด ๋ช…๋ น์œผ๋กœ)

๊ธฐ์—ฌ์ž๋ฅผ ์œ„ํ•œ Python ์ฝ”๋“œ ์ •๊ทœํ™” ์ •๋ณด

  • ํ•จ์ˆ˜์™€ ํด๋ž˜์Šค ์‚ฌ์ด๋ฅผ ์ œ์™ธํ•˜๊ณ  ์ฝ”๋“œ ์‚ฌ์ด์— ๋นˆ ์ค„ ์—†์Œ.
  • dict()์™€ json์„ ์ œ์™ธํ•œ ๋ชจ๋“  ํ‚ค์— ์ž‘์€๋”ฐ์˜ดํ‘œ ์‚ฌ์šฉ. dict['key']๋Š” ํ•ญ์ƒ ์ž‘์€๋”ฐ์˜ดํ‘œ๋กœ ํ˜ธ์ถœ
  • 4์นธ ๋“ค์—ฌ์“ฐ๊ธฐ, ํƒญ์€ ์ „ํ˜€ ์‚ฌ์šฉ ์•ˆ ํ•จ
  • ๋ชจ๋“  ํ•จ์ˆ˜์™€ ๊ทธ ์ธ์ˆ˜ ๋ฐ ๋ฐ˜ํ™˜ ๊ฐ’ ์„ ์–ธ์— ๋Œ€ํ•œ ์—„๊ฒฉํ•œ ํƒ€์ดํ•‘
  • ์ธ์ˆ˜์™€ ๊ทธ ํƒ€์ดํ•‘ ์‚ฌ์ด์— ๊ณต๋ฐฑ ์—†์Œ, ํ•จ์ˆ˜, "->", ๋ฐ˜ํ™˜ ๊ฐ’ ์‚ฌ์ด์— ๊ณต๋ฐฑ ์—†์Œ

์˜ˆ์‹œ:

python
import json
from typing import Optional

def get_user(user_id:int, users:list[dict])->Optional[dict]:
    for user in users:
        if user['id'] == user_id:
            return user
    return None

def summarize(user:dict)->str:
    return f"User {user['name']} is {'active' if user['is_active'] else 'inactive'}."

def to_json(user:dict)->str:
    return json.dumps({"id": user['id'], "name": user['name'], "email": user['email']})

users:list = [
    dict(id=1, name="alice", email="[email protected]", role="admin", is_active=True),
    dict(id=2, name="bob", email="[email protected]", role="editor", is_active=False),
    dict(id=3, name="carol", email="[email protected]", role="viewer", is_active=True),
]
config = {
    "max_users": 100,
    "default_role": "viewer",
    "allow_signup": True,
}
roles = ['admin', 'editor', 'viewer']
found = get_user(1, users)
if found:
    print(summarize(found))
    print(found['email'])
    print(to_json(found))
if config['default_role'] in roles:
    print(config['default_role'])

๋ฒ ํƒ€ ํ…Œ์ŠคํŠธ๋ฅผ ์œ„ํ•œ ํ•˜๋“œ์›จ์–ด ๊ธฐ๋ถ€๋ฅผ ์ฐพ์Šต๋‹ˆ๋‹ค

๋‹ค์Œ๊ณผ ๊ฐ™์ด ๊ฐœ๋ฐœ ํ…Œ์ŠคํŠธ๋ฅผ ์œ„ํ•œ ๋ชจ๋“  ์ข…๋ฅ˜์˜ ํ•˜๋“œ์›จ์–ด๋ฅผ ๋ฐ›์Šต๋‹ˆ๋‹ค:

  • Nvidia supporting cuda >= 11.8
  • XPU intel cards
  • ROCm AMD cards supporting ROCm >=5.7

@DrewThomasson ์–ด๋–ค ์‹์œผ๋กœ๋“  ๋•๊ณ  ์‹ถ์œผ์‹œ๋‹ค๋ฉด! ๐Ÿ˜ƒ

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