Qwen3-TTS-Flash: Multi-timbre & Multi-lingual & Multi-dialect Speech Synthesis.

文章目录

DASHSCOPE

HUGGING FACE DEMO

MODELSCOPE DEMO

Qwen3-TTS-Flash is a flagship text-to-speech model that supports multi-timbre, multi-lingual, and multi-dialect speech synthesis. It aims to produce natural and expressive speech and is available via Qwen API.

Key Features:

  • Excellent Chinese-English Stability: Qwen3-TTS-Flash achieves SOTA performance in Chinese and English stability on seed-tts-eval test set, surpassing SeedTTS, MiniMax, and GPT-4o-Audio-Preview.

  • Superior Multilingual Performance: In terms of multilingual stability and timbre similarity, Qwen3-TTS-Flash achieves SOTA WER for Chinese, English, Italian, and French on MiniMax TTS multilingual test set, significantly lower than MiniMax, ElevenLabs, and GPT-4o-Audio-Preview. Speaker similarity in English, Italian, and French also significantly surpasses MiniMax, ElevenLabs, and GPT-4o-Audio-Preview.

  • High Expressiveness: Qwen3-TTS-Flash delivers highly expressive and human-like voice timbres, providing stable and reliable speech output that faithfully follows the input text.

  • Rich Timbres and Languages: Qwen3-TTS-Flash offers 17 distinct speaker options, each supporting 10 languages.

  • Multi-dialect Support: Qwen3-TTS-Flash supports dialect generation, including Mandarin, Hokkien, Wu dialect, Cantonese, Sichuanese, Beijing dialect, Nanjing dialect, Tianjin dialect, and Shaanxi dialect.

  • Tone Adaptation: Trained on large-scale datasets, Qwen3-TTS-Flash can automatically adjust tone to match the input text.

  • Strong Robust: Qwen3-TTS-Flash automatically processes complex texts by extracting key information, demonstrating robustness to complex and diverse formats.

  • Fast Generation: Qwen3-TTS-Flash has very low first-packet latency with single-threaded first-packet latency as low as 97ms.



Samples#

Here are some multilingual samples by a single speaker:

Speaker Language Text Sample
Cherry Chinese 是呀!他们家的蜂蜜薰衣草拿铁超级超级好喝,一口下去,简直像喝了一口阳光。

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Cherry English Absolutely! How about their honey lavender latte? It's like sunshine in a cup.

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Cherry Japanese もちろん、ぜひ!ハニーラベンダーラテは、まるで晴れた日の公園にいるような、心がほぐれる一杯です。

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Cherry Korean 당연하죠! 허니 라벤더 라테는 어떠신가요? 마시는 순간 따스한 햇빛이 입 안 가득 퍼지는 느낌이에요.

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Cherry German Natürlich! Der Honig-Lavendel-Latte dort – ein wahrer Sonnenschein im Becher, der glücklich macht.

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Cherry Italian Ma certo! Il loro latte al miele e fiori di lavanda? È come bere un’alba tiepida e luminosa. E il dolce a spirale alla cannella va assolutamente provato – è così irresistibile che molti avventori, mentre lo savorano, si trasformano in poeti improvvisati.

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Cherry Portuguese Sem dúvida! O que acha do latte de mel e lavanda deles? É como beber felicidade dourada — um verdadeiro raio de sol aquecendo a alma.

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Cherry Spanish Sin duda. Un sorbo de café de miel y lavanda, y el sol entra en tu taza.

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Cherry French Bien sûr ! Et si vous essayiez leur latte au miel et à la lavande ? C’est comme boire un rayon de soleil dans une tasse.

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Cherry Russian Верно? Мне особенно нравятся такие супермаркеты, особенно во время Нового года. Ходить по супермаркету — это приносит мне невероятную, просто бешеную радость. Как только начинаю что-то покупать, покупаю сразу очень-очень много: и это хочется взять, и то тоже, и в итоге уношу домой целую кучу вещей.

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Here are some samples by Chinese and English speakers:

Speaker Language Text Sample
Cherry Chinese 唉呀,别担心嘛,养猫其实没有那么难的。只要多花点心思,慢慢的话就会得心应手哒。

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Nofish Chinese 好啊好啊,我跟你讲一下,你看,哇,这草地上好多学弟学妹在谈恋爱诶,你看,图书馆,哇太卷了吧,这些学姐肯定在写论文,对咯你看,那边宿舍区还在发气球哦。

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Elias Chinese 来,同学们看这个x²+5x+6啊,我们说要拆成两个括号相乘。那么关键是什么呢?就是找两个数,加起来等于5,乘起来等于6。哎,2和3是不是正好?所以写成(x+2)(x+3),这就叫因式分解,明白吧?

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Ethan Chinese 自动化?我帮你讲一讲,那些大哥哥消息很慢。厂里面要把那种轰隆隆的老机器换成自己会动的铁盒子,然后呢,办公室的叔叔们每晚都在吵架,哎,听了都快烦死了。

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Ryan English Interested in high-quality AI speech? Navigate to https://chat.qwen.ai for an instant preview.

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Jennifer English Stress me out? It's freaking me out! I don't even know what's going on anymore! It's like I'm stuck in this tornado of thoughts. Should I be calm? Should I be excited? Should I be careful? Ugh! I can't believe I'm even talking about this! This much money, it's just so overwhelming! I feel like I'm drowning in it.

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katerina English Oh! The blue crabs? They're... uh... enthusiastic participants? I mean, technically, they're supposed to... uh, stabilize the substrate?

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Here are some samples by dialect speakers:

Speaker Dialect Text Sample
Dylan Beijing 哎呦喂,您猜怎么着儿?昨儿个我儿子给我带回一瓶儿二锅头,那叫一个香,美死我喽。

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Jada Shanghai 葛末也只好迭能了呀,昨日帮阿拉妈妈讲,要末挂个六千五百块,慢慢叫等?要末借拨中介,做搿种长租个公寓。

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Li Nanjing 你怎么晓得滴啊?半夜里头哦,这些花骨朵会泛青光,跟天河对岸滴织女星一唱一和滴。风一吹过去哦,花瓣子沙沙响,跟说悄悄话样滴。

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Sunny Sichuanese 对呀,而且还有那种逃生游戏哈,喔呦,我是试到下耍过我告了一哈我发现我不嘞行,因为我,它是这种沉浸式体验我耳机一戴,哇那个BGM一放,嗯,我完全整个人就沉浸在里面咯。

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Eric Sichuanese 嘞家馆子哩菜味道简直巴适得板,吃起安逸惨咯。

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Marcus Shaanxi 哎呀,你看这烂怂亭子!椽子都让虫咬成筛子咧,斡石墩缝里长滴全是蒿草,管事滴这些年光知道捞钱不修缮,气滴人牙痒痒!

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Roy Hokkien 啊汝若去𨑨迌的时阵一定会紮三项物件是啥,除了手机仔佮,佮彼个,彼个,钱包欲按怎讲皮包仔啦,阮拢讲皮包仔乎,袂讲钱包。

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Peter Tianjin 好么!您了可别瞎咧咧啦!没看见儿房檐儿滴水还带着青苔吗?老石板路让雨水泡得倍儿亮,柳树条子抽风塞的晃悠,介叫静中有动懂吗!

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Rocky Cantonese 吓?踢波?今日我攰到成只狗咁啊!边有力踢波啫。不如打机算啦,稳阵啲咯。

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Kiki Cantonese 你晨早去行山就最正啦,喺北门入口,跟住条青石板路一直上,啊见到樖“捩颈”松树咧就转右,沿住条溪边行十分钟左右咧,啲雾水未散嗰阵啊,仲会见到个洞口,会飘烟添啊!

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Here are some mixed multilingual samples:

Speaker Text Sample
Ethan 今天我穿了件新衬衫,朋友说:Wow!这衬衫很nice啊!"我说:哈哈谢谢,这也是我的first impression。”他愣了一下,然后说:「これってダジャレ?」 我说:「아니요, 이건 first and last impression이에요. 셔츠가 너무 꽉 끼어서 더 못 입겠어요!」

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Dylan 哎哟喂,您可算问着了!您瞅见西边儿那山尖儿没?At the moment the sun has just set, the old farmers are packing up their sickles and heading home. 路上啊碰见都相互招呼,"¡Mañana a primera hora, corten la hilera del este!",嗓子啊都带着笑模样儿。

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Kiki 哈哈哈,I'm really happy today! I know that girl from China, 佢成日都鍾意講:「多謝你,我會記得你對我嘅好。」用韓文講就係:고마워 기억할게 잘해줘서

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Language Support#

Qwen3-TTS-Flash enables multilingual speech generation for multi speakers through a unified model:

  • Chinese: Mandarin, Hokkien, Wu dialect, Cantonese, Sichuanese, Beijing dialect, Nanjing dialect, Tianjin dialect, and Shaanxi dialect.

  • English: British accent, American accent, and various regional English accents.

  • Other Languages: French, German, Russian, Italian, Spanish, Portuguese, Japanese, and Korean.

Performance#

We conducted a comprehensive evaluation of Qwen3-TTS-Flash in terms of speech stability and timbre similarity, and it achieves SOTA performance across many results. Specifically, on the seed-tts-eval test set, Qwen3-TTS-Flash demonstrates SOTA stability for both Chinese and English, outperforming SeedTTS, MiniMax, and GPT-4o-Audio-Preview. Furthermore, on MiniMax TTS multilingual test set, Qwen3-TTS-Flash achieves SOTA WER for Chinese, English, Italian, and French, significantly lower than those of MiniMax, ElevenLabs, and GPT-4o-Audio-Preview. In terms of speaker similarity for English, Italian, and French, Qwen3-TTS-Flash also surpasses the aforementioned models, demonstrating remarkable performance in both multi-language stability and timbre similarity.

We introduce several architectural upgrades and acceleration strategies to achieve lower first-packet latency and faster generation speed.

Qwen3-TTS-Flash Qwen-TTS
Concurrency Dual-GPU 12 Concurrency Dual-GPU 6 Concurrency
First Packet Latency (Single Concurrency) 97ms 200ms
First Packet Latency (Full Concurrency)) 420ms 733ms
First Packet Size (Full Concurrency, larger is better) 320ms 190ms
RTF (Single Concurrency) 0.30 0.43
RTF (Full Concurrency) 0.51 0.72

How to use#

Use Qwen3-TTS-Flash with Qwen API is simple. We demonstrate a code snippet for you to play with it below:}}

What's Next#

Qwen3-TTS-Flash revolutionizes the speech synthesis experience, achieving industry-leading performance in multi-speaker capabilities, multilingual support, multi-dialect adaptation, and text processing robustness. We look forward to seeing it empower more innovative applications. Everyone is invited to experience it and share valuable feedback!

原文来自 千问 Qwen Team,版权归原作者。

正文采集于 ,内容更新以原文为准。