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  272.       <div class="md-header__source">
    273. 

  273.         <a href="https://github.com/fishaudio/fish-speech" title="저장소로 이동" class="md-source" data-md-component="source">
    274. 

  274.   <div class="md-source__icon md-icon">
    275. 

  275.     
    276. 

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    277. 

  277.   </div>
    278. 

  278.   <div class="md-source__repository">
    279. 

  279.     fishaudio/fish-speech
    280. 

  280.   </div>
    281. 

  281. </a>
    282. 

  282.       </div>
    283. 

  283.     
    284. 

  284.   </nav>
    285. 

  285.   
    286. 

  286. </header>
    287. 

  287.     
    288. 

  288.     <div class="md-container" data-md-component="container">
    289. 

  289.       
    290. 

  290.       
    291. 

  291.         
    292. 

  292.           
    293. 

  293.         
    294. 

  294.       
    295. 

  295.       <main class="md-main" data-md-component="main">
    296. 

  296.         <div class="md-main__inner md-grid">
    297. 

  297.           
    298. 

  298.             
    299. 

  299.               
    300. 

  300.               <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
    301. 

  301.                 <div class="md-sidebar__scrollwrap">
    302. 

  302.                   <div class="md-sidebar__inner">
    303. 

  303.                     
    304. 

  304. 

  305. 

  306. 

  307. <nav class="md-nav md-nav--primary" aria-label="네비게이션" data-md-level="0">
    308. 

  308.   <label class="md-nav__title" for="__drawer">
    309. 

  309.     <a href="https://speech.fish.audio" title="Fish Audio" class="md-nav__button md-logo" aria-label="Fish Audio" data-md-component="logo">
    310. 

  310.       
    311. 

  311.   <img src="../../assets/logo.svg" alt="logo">
    312. 

  312. 

  313.     </a>
    314. 

  314.     Fish Audio
    315. 

  315.   </label>
    316. 

  316.   
    317. 

  317.     <div class="md-nav__source">
    318. 

  318.       <a href="https://github.com/fishaudio/fish-speech" title="저장소로 이동" class="md-source" data-md-component="source">
    319. 

  319.   <div class="md-source__icon md-icon">
    320. 

  320.     
    321. 

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    322. 

  322.   </div>
    323. 

  323.   <div class="md-source__repository">
    324. 

  324.     fishaudio/fish-speech
    325. 

  325.   </div>
    326. 

  326. </a>
    327. 

  327.     </div>
    328. 

  328.   
    329. 

  329.   <ul class="md-nav__list" data-md-scrollfix>
    330. 

  330.     
    331. 

  331.       
    332. 

  332.       
    333. 

  333.   
    334. 

  334.   
    335. 

  335.   
    336. 

  336.   
    337. 

  337.     <li class="md-nav__item">
    338. 

  338.       <a href="../" class="md-nav__link">
    339. 

  339.         
    340. 

  340.   
    341. 

  341.   
    342. 

  342.   <span class="md-ellipsis">
    343. 

  343.     
    344. 

  344.   
    345. 

  345.     소개
    346. 

  346.   
    347. 

  347. 

  348.     
    349. 

  349.   </span>
    350. 

  350.   
    351. 

  351.   
    352. 

  352. 

  353.       </a>
    354. 

  354.     </li>
    355. 

  355.   
    356. 

  356. 

  357.     
    358. 

  358.       
    359. 

  359.       
    360. 

  360.   
    361. 

  361.   
    362. 

  362.   
    363. 

  363.   
    364. 

  364.     <li class="md-nav__item">
    365. 

  365.       <a href="../install/" class="md-nav__link">
    366. 

  366.         
    367. 

  367.   
    368. 

  368.   
    369. 

  369.   <span class="md-ellipsis">
    370. 

  370.     
    371. 

  371.   
    372. 

  372.     설치
    373. 

  373.   
    374. 

  374. 

  375.     
    376. 

  376.   </span>
    377. 

  377.   
    378. 

  378.   
    379. 

  379. 

  380.       </a>
    381. 

  381.     </li>
    382. 

  382.   
    383. 

  383. 

  384.     
    385. 

  385.       
    386. 

  386.       
    387. 

  387.   
    388. 

  388.   
    389. 

  389.   
    390. 

  390.   
    391. 

  391.     <li class="md-nav__item">
    392. 

  392.       <a href="../finetune/" class="md-nav__link">
    393. 

  393.         
    394. 

  394.   
    395. 

  395.   
    396. 

  396.   <span class="md-ellipsis">
    397. 

  397.     
    398. 

  398.   
    399. 

  399.     파인튜닝
    400. 

  400.   
    401. 

  401. 

  402.     
    403. 

  403.   </span>
    404. 

  404.   
    405. 

  405.   
    406. 

  406. 

  407.       </a>
    408. 

  408.     </li>
    409. 

  409.   
    410. 

  410. 

  411.     
    412. 

  412.       
    413. 

  413.       
    414. 

  414.   
    415. 

  415.   
    416. 

  416.   
    417. 

  417.   
    418. 

  418.     <li class="md-nav__item">
    419. 

  419.       <a href="../inference/" class="md-nav__link">
    420. 

  420.         
    421. 

  421.   
    422. 

  422.   
    423. 

  423.   <span class="md-ellipsis">
    424. 

  424.     
    425. 

  425.   
    426. 

  426.     추론
    427. 

  427.   
    428. 

  428. 

  429.     
    430. 

  430.   </span>
    431. 

  431.   
    432. 

  432.   
    433. 

  433. 

  434.       </a>
    435. 

  435.     </li>
    436. 

  436.   
    437. 

  437. 

  438.     
    439. 

  439.       
    440. 

  440.       
    441. 

  441.   
    442. 

  442.   
    443. 

  443.   
    444. 

  444.   
    445. 

  445.     <li class="md-nav__item">
    446. 

  446.       <a href="../samples.md" class="md-nav__link">
    447. 

  447.         
    448. 

  448.   
    449. 

  449.   
    450. 

  450.   <span class="md-ellipsis">
    451. 

  451.     
    452. 

  452.   
    453. 

  453.     샘플
    454. 

  454.   
    455. 

  455. 

  456.     
    457. 

  457.   </span>
    458. 

  458.   
    459. 

  459.   
    460. 

  460. 

  461.       </a>
    462. 

  462.     </li>
    463. 

  463.   
    464. 

  464. 

  465.     
    466. 

  466.   </ul>
    467. 

  467. </nav>
    468. 

  468.                   </div>
    469. 

  469.                 </div>
    470. 

  470.               </div>
    471. 

  471.             
    472. 

  472.             
    473. 

  473.               
    474. 

  474.               <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
    475. 

  475.                 <div class="md-sidebar__scrollwrap">
    476. 

  476.                   <div class="md-sidebar__inner">
    477. 

  477.                     
    478. 

  478. 

  479. <nav class="md-nav md-nav--secondary" aria-label="목차">
    480. 

  480.   
    481. 

  481.   
    482. 

  482.   
    483. 

  483.   
    484. 

  484.     <label class="md-nav__title" for="__toc">
    485. 

  485.       <span class="md-nav__icon md-icon"></span>
    486. 

  486.       목차
    487. 

  487.     </label>
    488. 

  488.     <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
    489. 

  489.       
    490. 

  490.         <li class="md-nav__item">
    491. 

  491.   <a href="#inicio-rapido" class="md-nav__link">
    492. 

  492.     <span class="md-ellipsis">
    493. 

  493.       
    494. 

  494.         Inicio Rápido
    495. 

  495.       
    496. 

  496.     </span>
    497. 

  497.   </a>
    498. 

  498.   
    499. 

  499.     <nav class="md-nav" aria-label="Inicio Rápido">
    500. 

  500.       <ul class="md-nav__list">
    501. 

  501.         
    502. 

  502.           <li class="md-nav__item">
    503. 

  503.   <a href="#para-humanos" class="md-nav__link">
    504. 

  504.     <span class="md-ellipsis">
    505. 

  505.       
    506. 

  506.         Para humanos
    507. 

  507.       
    508. 

  508.     </span>
    509. 

  509.   </a>
    510. 

  510.   
    511. 

  511. </li>
    512. 

  512.         
    513. 

  513.           <li class="md-nav__item">
    514. 

  514.   <a href="#para-agentes-llm" class="md-nav__link">
    515. 

  515.     <span class="md-ellipsis">
    516. 

  516.       
    517. 

  517.         Para agentes LLM
    518. 

  518.       
    519. 

  519.     </span>
    520. 

  520.   </a>
    521. 

  521.   
    522. 

  522. </li>
    523. 

  523.         
    524. 

  524.       </ul>
    525. 

  525.     </nav>
    526. 

  526.   
    527. 

  527. </li>
    528. 

  528.       
    529. 

  529.         <li class="md-nav__item">
    530. 

  530.   <a href="#fish-audio-s2-pro" class="md-nav__link">
    531. 

  531.     <span class="md-ellipsis">
    532. 

  532.       
    533. 

  533.         Fish Audio S2 Pro
    534. 

  534.       
    535. 

  535.     </span>
    536. 

  536.   </a>
    537. 

  537.   
    538. 

  538.     <nav class="md-nav" aria-label="Fish Audio S2 Pro">
    539. 

  539.       <ul class="md-nav__list">
    540. 

  540.         
    541. 

  541.           <li class="md-nav__item">
    542. 

  542.   <a href="#variantes-del-modelo" class="md-nav__link">
    543. 

  543.     <span class="md-ellipsis">
    544. 

  544.       
    545. 

  545.         Variantes del modelo
    546. 

  546.       
    547. 

  547.     </span>
    548. 

  548.   </a>
    549. 

  549.   
    550. 

  550. </li>
    551. 

  551.         
    552. 

  552.       </ul>
    553. 

  553.     </nav>
    554. 

  554.   
    555. 

  555. </li>
    556. 

  556.       
    557. 

  557.         <li class="md-nav__item">
    558. 

  558.   <a href="#resultados-de-benchmarks" class="md-nav__link">
    559. 

  559.     <span class="md-ellipsis">
    560. 

  560.       
    561. 

  561.         Resultados de benchmarks
    562. 

  562.       
    563. 

  563.     </span>
    564. 

  564.   </a>
    565. 

  565.   
    566. 

  566. </li>
    567. 

  567.       
    568. 

  568.         <li class="md-nav__item">
    569. 

  569.   <a href="#highlights" class="md-nav__link">
    570. 

  570.     <span class="md-ellipsis">
    571. 

  571.       
    572. 

  572.         Highlights
    573. 

  573.       
    574. 

  574.     </span>
    575. 

  575.   </a>
    576. 

  576.   
    577. 

  577.     <nav class="md-nav" aria-label="Highlights">
    578. 

  578.       <ul class="md-nav__list">
    579. 

  579.         
    580. 

  580.           <li class="md-nav__item">
    581. 

  581.   <a href="#control-fino-inline-mediante-lenguaje-natural" class="md-nav__link">
    582. 

  582.     <span class="md-ellipsis">
    583. 

  583.       
    584. 

  584.         Control fino inline mediante lenguaje natural
    585. 

  585.       
    586. 

  586.     </span>
    587. 

  587.   </a>
    588. 

  588.   
    589. 

  589. </li>
    590. 

  590.         
    591. 

  591.           <li class="md-nav__item">
    592. 

  592.   <a href="#arquitectura-dual-autoregressive-dual-ar" class="md-nav__link">
    593. 

  593.     <span class="md-ellipsis">
    594. 

  594.       
    595. 

  595.         Arquitectura Dual-Autoregressive (Dual-AR)
    596. 

  596.       
    597. 

  597.     </span>
    598. 

  598.   </a>
    599. 

  599.   
    600. 

  600. </li>
    601. 

  601.         
    602. 

  602.           <li class="md-nav__item">
    603. 

  603.   <a href="#alineacion-mediante-rl" class="md-nav__link">
    604. 

  604.     <span class="md-ellipsis">
    605. 

  605.       
    606. 

  606.         Alineación mediante RL
    607. 

  607.       
    608. 

  608.     </span>
    609. 

  609.   </a>
    610. 

  610.   
    611. 

  611. </li>
    612. 

  612.         
    613. 

  613.           <li class="md-nav__item">
    614. 

  614.   <a href="#rendimiento-extremo-en-streaming" class="md-nav__link">
    615. 

  615.     <span class="md-ellipsis">
    616. 

  616.       
    617. 

  617.         Rendimiento extremo en streaming
    618. 

  618.       
    619. 

  619.     </span>
    620. 

  620.   </a>
    621. 

  621.   
    622. 

  622. </li>
    623. 

  623.         
    624. 

  624.           <li class="md-nav__item">
    625. 

  625.   <a href="#soporte-multilingue-robusto" class="md-nav__link">
    626. 

  626.     <span class="md-ellipsis">
    627. 

  627.       
    628. 

  628.         Soporte multilingüe robusto
    629. 

  629.       
    630. 

  630.     </span>
    631. 

  631.   </a>
    632. 

  632.   
    633. 

  633. </li>
    634. 

  634.         
    635. 

  635.           <li class="md-nav__item">
    636. 

  636.   <a href="#generacion-multi-speaker-nativa" class="md-nav__link">
    637. 

  637.     <span class="md-ellipsis">
    638. 

  638.       
    639. 

  639.         Generación multi-speaker nativa
    640. 

  640.       
    641. 

  641.     </span>
    642. 

  642.   </a>
    643. 

  643.   
    644. 

  644. </li>
    645. 

  645.         
    646. 

  646.           <li class="md-nav__item">
    647. 

  647.   <a href="#generacion-multi-turno" class="md-nav__link">
    648. 

  648.     <span class="md-ellipsis">
    649. 

  649.       
    650. 

  650.         Generación multi-turno
    651. 

  651.       
    652. 

  652.     </span>
    653. 

  653.   </a>
    654. 

  654.   
    655. 

  655. </li>
    656. 

  656.         
    657. 

  657.           <li class="md-nav__item">
    658. 

  658.   <a href="#clonacion-de-voz-rapida" class="md-nav__link">
    659. 

  659.     <span class="md-ellipsis">
    660. 

  660.       
    661. 

  661.         Clonación de voz rápida
    662. 

  662.       
    663. 

  663.     </span>
    664. 

  664.   </a>
    665. 

  665.   
    666. 

  666. </li>
    667. 

  667.         
    668. 

  668.       </ul>
    669. 

  669.     </nav>
    670. 

  670.   
    671. 

  671. </li>
    672. 

  672.       
    673. 

  673.         <li class="md-nav__item">
    674. 

  674.   <a href="#creditos" class="md-nav__link">
    675. 

  675.     <span class="md-ellipsis">
    676. 

  676.       
    677. 

  677.         Créditos
    678. 

  678.       
    679. 

  679.     </span>
    680. 

  680.   </a>
    681. 

  681.   
    682. 

  682. </li>
    683. 

  683.       
    684. 

  684.         <li class="md-nav__item">
    685. 

  685.   <a href="#informe-tecnico" class="md-nav__link">
    686. 

  686.     <span class="md-ellipsis">
    687. 

  687.       
    688. 

  688.         Informe Técnico
    689. 

  689.       
    690. 

  690.     </span>
    691. 

  691.   </a>
    692. 

  692.   
    693. 

  693. </li>
    694. 

  694.       
    695. 

  695.     </ul>
    696. 

  696.   
    697. 

  697. </nav>
    698. 

  698.                   </div>
    699. 

  699.                 </div>
    700. 

  700.               </div>
    701. 

  701.             
    702. 

  702.           
    703. 

  703.           
    704. 

  704.             <div class="md-content" data-md-component="content">
    705. 

  705.               
    706. 

  706.               <article class="md-content__inner md-typeset">
    707. 

  707.                 
    708. 

  708.                   
    709. 

  709. 

  710. 

  711.   
    712. 

  712.     <a href="https://github.com/fishaudio/fish-speech/blob/main/docs/README.es.md" title="이 페이지를 편집" class="md-content__button md-icon" rel="edit">
    713. 

  713.       
    714. 

  714.       <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M10 20H6V4h7v5h5v3.1l2-2V8l-6-6H6c-1.1 0-2 .9-2 2v16c0 1.1.9 2 2 2h4zm10.2-7c.1 0 .3.1.4.2l1.3 1.3c.2.2.2.6 0 .8l-1 1-2.1-2.1 1-1c.1-.1.2-.2.4-.2m0 3.9L14.1 23H12v-2.1l6.1-6.1z"/></svg>
    715. 

  715.     </a>
    716. 

  716.   
    717. 

  717.   
    718. 

  718.     
    719. 

  719.       
    720. 

  720.     
    721. 

  721.     <a href="https://github.com/fishaudio/fish-speech/raw/main/docs/README.es.md" title="페이지소스 보기" class="md-content__button md-icon">
    722. 

  722.       
    723. 

  723.       <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M17 18c.56 0 1 .44 1 1s-.44 1-1 1-1-.44-1-1 .44-1 1-1m0-3c-2.73 0-5.06 1.66-6 4 .94 2.34 3.27 4 6 4s5.06-1.66 6-4c-.94-2.34-3.27-4-6-4m0 6.5a2.5 2.5 0 0 1-2.5-2.5 2.5 2.5 0 0 1 2.5-2.5 2.5 2.5 0 0 1 2.5 2.5 2.5 2.5 0 0 1-2.5 2.5M9.27 20H6V4h7v5h5v4.07c.7.08 1.36.25 2 .49V8l-6-6H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h4.5a8.2 8.2 0 0 1-1.23-2"/></svg>
    724. 

  724.     </a>
    725. 

  725.   
    726. 

  726. 

  727. 

  728. <div align="center">
    729. 

  729. <h1>Fish Speech</h1>
    730. 

  730. 

  731. [English](../README.md) | [简体中文](docs/README.zh.md) | [Portuguese](docs/README.pt-BR.md) | [日本語](docs/README.ja.md) | [한국어](docs/README.ko.md) | [العربية](docs/README.ar.md) | **Español** <br>
    732. 

  732. 

  733. <a href="https://www.producthunt.com/products/fish-speech?embed=true&utm_source=badge-top-post-badge&utm_medium=badge&utm_source=badge-fish&#0045;audio&#0045;s1" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/top-post-badge.svg?post_id=1023740&theme=light&period=daily&t=1761164814710" alt="Fish&#0032;Audio&#0032;S1 - Clonación&#0032;de&#0032;voz&#0032;expresiva&#0032;y&#0032;texto&#0045;a&#0045;voz | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a> <a href="https://trendshift.io/repositories/7014" target="_blank"> <img src="https://trendshift.io/api/badge/repositories/7014" alt="fishaudio%2Ffish-speech | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/> </a> <br>
    734. 

  734. 

  735. </div>
    736. 

  736. <p><br></p>
    737. 

  737. <div align="center">
    738. 

  738.     <img src="https://count.getloli.com/get/@fish-speech?theme=asoul" /><br>
    739. 

  739. </div>
    740. 

  740. 

  741. <p><br></p>
    742. 

  742. <div align="center">
    743. 

  743.     <a target="_blank" href="https://discord.gg/Es5qTB9BcN">
    744. 

  744.         <img alt="Discord" src="https://img.shields.io/discord/1214047546020728892?color=%23738ADB&label=Discord&logo=discord&logoColor=white&style=flat-square"/>
    745. 

  745.     </a>
    746. 

  746.     <a target="_blank" href="https://hub.docker.com/r/fishaudio/fish-speech">
    747. 

  747.         <img alt="Docker" src="https://img.shields.io/docker/pulls/fishaudio/fish-speech?style=flat-square&logo=docker"/>
    748. 

  748.     </a>
    749. 

  749.     <a target="_blank" href="https://pd.qq.com/s/bwxia254o">
    750. 

  750.       <img alt="QQ Channel" src="https://img.shields.io/badge/QQ-blue?logo=tencentqq">
    751. 

  751.     </a>
    752. 

  752. </div>
    753. 

  753. 

  754. <div align="center">
    755. 

  755.     <a target="_blank" href="https://huggingface.co/fishaudio/s2-pro">
    756. 

  756.         <img alt="HuggingFace Model" src="https://img.shields.io/badge/🤗%20-models-orange"/>
    757. 

  757.     </a>
    758. 

  758.     <a target="_blank" href="https://fish.audio/blog/fish-audio-open-sources-s2/">
    759. 

  759.         <img alt="Fish Audio Blog" src="https://img.shields.io/badge/Blog-Fish_Audio_S2-1f7a8c?style=flat-square&logo=readme&logoColor=white"/>
    760. 

  760.     </a>
    761. 

  761.     <a target="_blank" href="https://arxiv.org/abs/2603.08823">
    762. 

  762.         <img alt="Paper | Informe Técnico" src="https://img.shields.io/badge/Paper-Technical_Report-b31b1b?style=flat-square"/>
    763. 

  763.     </a>
    764. 

  764. </div>
    765. 

  765. 

  766. <blockquote>
    767. 

  767. <p>[!IMPORTANT]
    768. 

  768. <strong>Aviso de Licencia</strong>
    769. 

  769. Este código y los pesos de modelo asociados se publican bajo la <strong><a href="LICENSE">FISH AUDIO RESEARCH LICENSE</a></strong>. Consulta <a href="LICENSE">LICENSE</a> para más detalles. Se tomarán acciones ante cualquier violación de la licencia.</p>
    770. 

  770. <p>[!WARNING]
    771. 

  771. <strong>Descargo de Responsabilidad Legal</strong>
    772. 

  772. No asumimos ninguna responsabilidad por el uso ilegal de este código. Consulta las leyes locales relacionadas con DMCA y otras normativas aplicables.</p>
    773. 

  773. </blockquote>
    774. 

  774. <h2 id="inicio-rapido">Inicio Rápido</h2>
    775. 

  775. <h3 id="para-humanos">Para humanos</h3>
    776. 

  776. <p>Aquí tienes la documentación oficial de Fish Audio S2. Sigue las instrucciones para comenzar fácilmente.</p>
    777. 

  777. <ul>
    778. 

  778. <li><a href="https://speech.fish.audio/install/">Instalación</a></li>
    779. 

  779. <li><a href="https://speech.fish.audio/inference/#command-line-inference">Inferencia por línea de comandos</a></li>
    780. 

  780. <li><a href="https://speech.fish.audio/inference/#webui-inference">Inferencia con WebUI</a></li>
    781. 

  781. <li><a href="https://speech.fish.audio/server/">Inferencia en servidor</a></li>
    782. 

  782. <li><a href="https://speech.fish.audio/install/#docker-setup">Configuración de Docker</a></li>
    783. 

  783. </ul>
    784. 

  784. <blockquote>
    785. 

  785. <p>[!IMPORTANT]
    786. 

  786. <strong>Para el servidor SGLang, consulta <a href="https://github.com/sgl-project/sglang-omni/blob/main/sglang_omni/models/fishaudio_s2_pro/README.md">SGLang-Omni README</a>.</strong></p>
    787. 

  787. </blockquote>
    788. 

  788. <h3 id="para-agentes-llm">Para agentes LLM</h3>
    789. 

  789. <div class="language-text highlight"><pre><span></span><code><span id="__span-0-1"><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>Instala y configura Fish-Audio S2 siguiendo las instrucciones aquí: https://speech.fish.audio/install/
    790. 

  790. </span></code></pre></div>
    791. 

  791. <h2 id="fish-audio-s2-pro">Fish Audio S2 Pro</h2>
    792. 

  792. <p><strong>Sistema de texto a voz (TTS) multilingüe de última generación, redefiniendo los límites de la generación de voz.</strong></p>
    793. 

  793. <p>Fish Audio S2 Pro es el modelo multimodal más avanzado desarrollado por Fish Audio. Entrenado con más de <strong>10 millones de horas</strong> de datos de audio que abarcan más de <strong>80 idiomas</strong>, S2 Pro combina una arquitectura <strong>Dual-Autoregressive (Dual-AR)</strong> con alineación mediante aprendizaje por refuerzo (RL) para generar voz extremadamente natural, realista y emocionalmente rica, liderando tanto sistemas open-source como closed-source.</p>
    794. 

  794. <p>La principal fortaleza de S2 Pro es su soporte para control fino a nivel <strong>sub-palabra (sub-word level)</strong> de prosodia y emoción usando etiquetas en lenguaje natural (por ejemplo <code>[whisper]</code>, <code>[excited]</code>, <code>[angry]</code>), además de soportar de forma nativa generación multi-speaker y conversaciones multi-turno.</p>
    795. 

  795. <p>Visita el sitio web de Fish Audio para probarlo en vivo, o lee el informe técnico y el blog para más detalles.</p>
    796. 

  796. <h3 id="variantes-del-modelo">Variantes del modelo</h3>
    797. 

  797. <table>
    798. 

  798. <thead>
    799. 

  799. <tr>
    800. 

  800. <th>Modelo</th>
    801. 

  801. <th>Tamaño</th>
    802. 

  802. <th>Disponibilidad</th>
    803. 

  803. <th>Descripción</th>
    804. 

  804. </tr>
    805. 

  805. </thead>
    806. 

  806. <tbody>
    807. 

  807. <tr>
    808. 

  808. <td>S2-Pro</td>
    809. 

  809. <td>4B parámetros</td>
    810. 

  810. <td><a href="https://huggingface.co/fishaudio/s2-pro">HuggingFace</a></td>
    811. 

  811. <td>Modelo insignia completo con máxima calidad y estabilidad</td>
    812. 

  812. </tr>
    813. 

  813. </tbody>
    814. 

  814. </table>
    815. 

  815. <p>Más detalles pueden encontrarse en el informe técnico.</p>
    816. 

  816. <h2 id="resultados-de-benchmarks">Resultados de benchmarks</h2>
    817. 

  817. <table>
    818. 

  818. <thead>
    819. 

  819. <tr>
    820. 

  820. <th>Benchmark</th>
    821. 

  821. <th>Fish Audio S2</th>
    822. 

  822. </tr>
    823. 

  823. </thead>
    824. 

  824. <tbody>
    825. 

  825. <tr>
    826. 

  826. <td>Seed-TTS Eval — WER (Chino)</td>
    827. 

  827. <td><strong>0.54%</strong> (mejor global)</td>
    828. 

  828. </tr>
    829. 

  829. <tr>
    830. 

  830. <td>Seed-TTS Eval — WER (Inglés)</td>
    831. 

  831. <td><strong>0.99%</strong> (mejor global)</td>
    832. 

  832. </tr>
    833. 

  833. <tr>
    834. 

  834. <td>Audio Turing Test (con instrucciones)</td>
    835. 

  835. <td><strong>0.515</strong> media posterior</td>
    836. 

  836. </tr>
    837. 

  837. <tr>
    838. 

  838. <td>EmergentTTS-Eval — Tasa de victoria</td>
    839. 

  839. <td><strong>81.88%</strong> (máximo global)</td>
    840. 

  840. </tr>
    841. 

  841. <tr>
    842. 

  842. <td>Fish Instruction Benchmark — TAR</td>
    843. 

  843. <td><strong>93.3%</strong></td>
    844. 

  844. </tr>
    845. 

  845. <tr>
    846. 

  846. <td>Fish Instruction Benchmark — Calidad</td>
    847. 

  847. <td><strong>4.51 / 5.0</strong></td>
    848. 

  848. </tr>
    849. 

  849. <tr>
    850. 

  850. <td>Multilingüe (MiniMax Testset) — Mejor WER</td>
    851. 

  851. <td><strong>11 de 24</strong> idiomas</td>
    852. 

  852. </tr>
    853. 

  853. <tr>
    854. 

  854. <td>Multilingüe (MiniMax Testset) — Mejor SIM</td>
    855. 

  855. <td><strong>17 de 24</strong> idiomas</td>
    856. 

  856. </tr>
    857. 

  857. </tbody>
    858. 

  858. </table>
    859. 

  859. <p>En Seed-TTS Eval, S2 logra el menor WER entre todos los modelos evaluados, incluyendo sistemas cerrados: Qwen3-TTS (0.77/1.24), MiniMax Speech-02 (0.99/1.90), Seed-TTS (1.12/2.25). En el Audio Turing Test, 0.515 supera a Seed-TTS (0.417) en un 24% y a MiniMax-Speech (0.387) en un 33%. En EmergentTTS-Eval, S2 destaca especialmente en paralingüística (91.61%), preguntas (84.41%) y complejidad sintáctica (83.39%).</p>
    860. 

  860. <h2 id="highlights">Highlights</h2>
    861. 

  861. <p><img src="./docs/assets/totalability.png" width=200%></p>
    862. 

  862. <h3 id="control-fino-inline-mediante-lenguaje-natural">Control fino inline mediante lenguaje natural</h3>
    863. 

  863. <p>S2 Pro aporta un nivel de “alma” sin precedentes a la voz. Usando sintaxis <code>[tag]</code>, puedes insertar instrucciones emocionales con precisión en cualquier parte del texto.</p>
    864. 

  864. <ul>
    865. 

  865. <li><strong>Más de 15,000 tags únicos soportados</strong></li>
    866. 

  866. <li>Soporta descripciones libres como <code>[whisper in small voice]</code>, <code>[professional broadcast tone]</code>, <code>[pitch up]</code></li>
    867. 

  867. </ul>
    868. 

  868. <h3 id="arquitectura-dual-autoregressive-dual-ar">Arquitectura Dual-Autoregressive (Dual-AR)</h3>
    869. 

  869. <ul>
    870. 

  870. <li><strong>Slow AR (4B parámetros)</strong>: modela la estructura temporal</li>
    871. 

  871. <li><strong>Fast AR (400M parámetros)</strong>: reconstruye detalles acústicos finos</li>
    872. 

  872. </ul>
    873. 

  873. <h3 id="alineacion-mediante-rl">Alineación mediante RL</h3>
    874. 

  874. <ul>
    875. 

  875. <li>Usa GRPO</li>
    876. 

  876. <li>Señales de recompensa multidimensionales</li>
    877. 

  877. </ul>
    878. 

  878. <h3 id="rendimiento-extremo-en-streaming">Rendimiento extremo en streaming</h3>
    879. 

  879. <ul>
    880. 

  880. <li>RTF: 0.195</li>
    881. 

  881. <li>TTFA: ~100 ms</li>
    882. 

  882. <li>+3000 tokens/s</li>
    883. 

  883. </ul>
    884. 

  884. <h3 id="soporte-multilingue-robusto">Soporte multilingüe robusto</h3>
    885. 

  885. <ul>
    886. 

  886. <li>Más de 80 idiomas</li>
    887. 

  887. <li>Sin necesidad de phonemes específicos</li>
    888. 

  888. </ul>
    889. 

  889. <h3 id="generacion-multi-speaker-nativa">Generación multi-speaker nativa</h3>
    890. 

  890. <p><img src="./docs/assets/chattemplate.png" width=200%></p>
    891. 

  891. <p>Permite múltiples hablantes usando <code>&lt;|speaker:i|&gt;</code> en una sola generación.</p>
    892. 

  892. <h3 id="generacion-multi-turno">Generación multi-turno</h3>
    893. 

  893. <p>Mantiene contexto para mejorar la naturalidad.</p>
    894. 

  894. <h3 id="clonacion-de-voz-rapida">Clonación de voz rápida</h3>
    895. 

  895. <ul>
    896. 

  896. <li>Solo 10–30 segundos de audio</li>
    897. 

  897. <li>Alta fidelidad de timbre y estilo</li>
    898. 

  898. </ul>
    899. 

  899. <p>Para usar con SGLang Server, consulta el README correspondiente.</p>
    900. 

  900. <hr />
    901. 

  901. <h2 id="creditos">Créditos</h2>
    902. 

  902. <ul>
    903. 

  903. <li><a href="https://github.com/daniilrobnikov/vits2">VITS2 (daniilrobnikov)</a></li>
    904. 

  904. <li><a href="https://github.com/fishaudio/Bert-VITS2">Bert-VITS2</a></li>
    905. 

  905. <li><a href="https://github.com/innnky/gpt-vits">GPT VITS</a></li>
    906. 

  906. <li><a href="https://github.com/b04901014/MQTTS">MQTTS</a></li>
    907. 

  907. <li><a href="https://github.com/pytorch-labs/gpt-fast">GPT Fast</a></li>
    908. 

  908. <li><a href="https://github.com/RVC-Boss/GPT-SoVITS">GPT-SoVITS</a></li>
    909. 

  909. <li><a href="https://github.com/QwenLM/Qwen3">Qwen3</a></li>
    910. 

  910. </ul>
    911. 

  911. <h2 id="informe-tecnico">Informe Técnico</h2>
    912. 

  912. <div class="language-bibtex highlight"><pre><span></span><code><span id="__span-1-1"><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="nc">@misc</span><span class="p">{</span><span class="nl">fish-speech-v1.4</span><span class="p">,</span>
    913. 

  913. </span><span id="__span-1-2"><a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a><span class="w">      </span><span class="na">title</span><span class="p">=</span><span class="s">{Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis}</span><span class="p">,</span>
    914. 

  914. </span><span id="__span-1-3"><a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a><span class="w">      </span><span class="na">author</span><span class="p">=</span><span class="s">{Shijia Liao and Yuxuan Wang and Tianyu Li and Yifan Cheng and Ruoyi Zhang and Rongzhi Zhou and Yijin Xing}</span><span class="p">,</span>
    915. 

  915. </span><span id="__span-1-4"><a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a><span class="w">      </span><span class="na">year</span><span class="p">=</span><span class="s">{2024}</span><span class="p">,</span>
    916. 

  916. </span><span id="__span-1-5"><a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a><span class="w">      </span><span class="na">eprint</span><span class="p">=</span><span class="s">{2411.01156}</span><span class="p">,</span>
    917. 

  917. </span><span id="__span-1-6"><a id="__codelineno-1-6" name="__codelineno-1-6" href="#__codelineno-1-6"></a><span class="w">      </span><span class="na">archivePrefix</span><span class="p">=</span><span class="s">{arXiv}</span><span class="p">,</span>
    918. 

  918. </span><span id="__span-1-7"><a id="__codelineno-1-7" name="__codelineno-1-7" href="#__codelineno-1-7"></a><span class="w">      </span><span class="na">primaryClass</span><span class="p">=</span><span class="s">{cs.SD}</span><span class="p">,</span>
    919. 

  919. </span><span id="__span-1-8"><a id="__codelineno-1-8" name="__codelineno-1-8" href="#__codelineno-1-8"></a><span class="w">      </span><span class="na">url</span><span class="p">=</span><span class="s">{https://arxiv.org/abs/2411.01156}</span><span class="p">,</span>
    920. 

  920. </span><span id="__span-1-9"><a id="__codelineno-1-9" name="__codelineno-1-9" href="#__codelineno-1-9"></a><span class="p">}</span>
    921. 

  921. </span><span id="__span-1-10"><a id="__codelineno-1-10" name="__codelineno-1-10" href="#__codelineno-1-10"></a>
    922. 

  922. </span><span id="__span-1-11"><a id="__codelineno-1-11" name="__codelineno-1-11" href="#__codelineno-1-11"></a><span class="nc">@misc</span><span class="p">{</span><span class="nl">liao2026fishaudios2technical</span><span class="p">,</span>
    923. 

  923. </span><span id="__span-1-12"><a id="__codelineno-1-12" name="__codelineno-1-12" href="#__codelineno-1-12"></a><span class="w">      </span><span class="na">title</span><span class="p">=</span><span class="s">{Fish Audio S2 Technical Report}</span><span class="p">,</span><span class="w"> </span>
    924. 

  924. </span><span id="__span-1-13"><a id="__codelineno-1-13" name="__codelineno-1-13" href="#__codelineno-1-13"></a><span class="w">      </span><span class="na">author</span><span class="p">=</span><span class="s">{Shijia Liao and Yuxuan Wang and Songting Liu and Yifan Cheng and Ruoyi Zhang and Tianyu Li and Shidong Li and Yisheng Zheng and Xingwei Liu and Qingzheng Wang and Zhizhuo Zhou and Jiahua Liu and Xin Chen and Dawei Han}</span><span class="p">,</span>
    925. 

  925. </span><span id="__span-1-14"><a id="__codelineno-1-14" name="__codelineno-1-14" href="#__codelineno-1-14"></a><span class="w">      </span><span class="na">year</span><span class="p">=</span><span class="s">{2026}</span><span class="p">,</span>
    926. 

  926. </span><span id="__span-1-15"><a id="__codelineno-1-15" name="__codelineno-1-15" href="#__codelineno-1-15"></a><span class="w">      </span><span class="na">eprint</span><span class="p">=</span><span class="s">{2603.08823}</span><span class="p">,</span>
    927. 

  927. </span><span id="__span-1-16"><a id="__codelineno-1-16" name="__codelineno-1-16" href="#__codelineno-1-16"></a><span class="w">      </span><span class="na">archivePrefix</span><span class="p">=</span><span class="s">{arXiv}</span><span class="p">,</span>
    928. 

  928. </span><span id="__span-1-17"><a id="__codelineno-1-17" name="__codelineno-1-17" href="#__codelineno-1-17"></a><span class="w">      </span><span class="na">primaryClass</span><span class="p">=</span><span class="s">{cs.SD}</span><span class="p">,</span>
    929. 

  929. </span><span id="__span-1-18"><a id="__codelineno-1-18" name="__codelineno-1-18" href="#__codelineno-1-18"></a><span class="w">      </span><span class="na">url</span><span class="p">=</span><span class="s">{https://arxiv.org/abs/2603.08823}</span><span class="p">,</span><span class="w"> </span>
    930. 

  930. </span><span id="__span-1-19"><a id="__codelineno-1-19" name="__codelineno-1-19" href="#__codelineno-1-19"></a><span class="p">}</span>
    931. 

  931. </span></code></pre></div>
    932. 

  932. 

  933. 

  934. 

  935. 

  936. 

  937. 

  938. 

  939. 

  940. 

  941. 

  942. 

  943. 

  944.                 
    945. 

  945.               </article>
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