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MiniMax Music 3.0 发布:新一代开源权重、生产级全能音乐模型

2026-08-14 00:52· 8分钟前· MiniMax
AI 导读

MiniMax 推出 Music 3.0,新一代音乐生成模型,可根据创意概念和可选歌词一次性完成整首歌的作曲、编曲、演奏与制作,最长支持五分钟。

推荐理由

把简单描述扩展成包含配器进出、情绪曲线和演唱方式的专业模板,降低了非专业创作者控制音乐生成细节的门槛。

正文 · AI 翻译

今天,我们正式推出 MiniMax Music 3.0——我们的下一代音乐生成模型。只需提供一个创意概念和可选的歌词,该模型即可在单次生成中完成一首完整歌曲的作曲、编曲、演奏和制作。

Music 3.0 聚焦于音乐创作中最难通过简单提示词捕捉的方面:理解创作者的表达意图;在长达五分钟的完整歌曲中持续贯彻这一意图;以清晰度和物理真实感呈现乐器音色;以及生成听起来像真实演唱而非合成效果的歌声。

为实现这一目标,我们重新设计了整个生成流程——从音乐描述和语言建模到音频渲染。细粒度的时间描述捕捉情绪、配器和人声演绎的演变过程。全局-局部混合语言模型(Hybrid-LM)联合建模长程结构和声学细节。多层残差向量量化(RVQ)、隐状态融合、流匹配(flow matching)和 Flow-VAE 进一步提升了输出保真度。这些进展共同带来了三大升级:对创作意图更准确的解读、更完整且更多样的编曲,以及更清晰、更自然的声音。

Music 3.0:技术架构

Music 3.0 由三个相互关联的核心组件构成:分词器(tokenizer)、混合语言模型(Hybrid-LM)和合成栈(synthesis stack)。它们分别解决音乐信息如何表示、长程结构和局部细节如何建模,以及音频如何以高保真度重建的问题。完整工作流程如下所示。

MiniMax Music 3.0 technical architecture
MiniMax Music 3.0 技术架构

多层 RVQ:将核心结构与声学细节分离

八层 RVQ 以分层方式表示音乐信息。第一层捕获核心语义和结构,其余七层逐步编码声学残差。在分阶段训练中,第一层首先学习稳定的信息主干;随后所有码本联合训练,以建模细粒度声音。这种设计为长序列预测提供了更稳定的离散表示,并避免将结构和保真度相关信息过度加载到单一 token 层上。

Hybrid-LM:全局结构与局部声学的联合建模

8B 全局大语言模型以 Qwen3.5-8B 为初始化,在建模全局上下文的同时逐帧预测语义 token。一个随机初始化的 0.6B 局部大语言模型沿深度轴预测帧内声学 token。训练分两个阶段进行:全局对齐首先建立全局大语言模型预测音乐语义的能力,随后对全局与局部模型进行全参数联合训练。这种层级协作使模型能够在保留歌曲级结构稳定性的同时,解析每一帧内的声学细节。

隐状态融合:从离散预测到连续音频渲染

传统系统通常将离散声学 token 直接送入解码器。Music 3.0 则融合来自全局大语言模型和局部大语言模型的连续隐状态,并用其条件化一个 2.4B 的流匹配模块。随后由 123M 的 Flow-VAE 解码音频。完整路径为:

融合的大语言模型特征 → 流匹配 → VAE 隐状态 → Flow-VAE 解码器 → 最终音频

这一设计通过连续表示,将语言模型的结构理解与声学模型的音频重建直接连接起来。它在保持长程一致性的同时,提升了发音准确度、乐器连贯性和细节保真度。

用户提示词

歌词

演示

经典上海爵士 / 灵魂乐,带有轻柔的 lo-fi 暖意。温柔怀旧的段落铺展为柔和明亮的副歌,由克制的女声领唱,辅以醇厚的钢琴、原声贝斯、轻刷鼓点、温暖的铜管点缀,以及复古的室内混音质感。

[Verse 1]
信封带着阳光味,
角边微卷,像在笑。
我拆得慢,怕太快,
把好梦抖落了。

[Verse 2]
字迹软得像云絮,
写:“近来可安好?”
没大事,没长句,
却让我眼眶忽地潮。

[Chorus]
信里有晴,
落在掌心不响。
可整日房间,
都亮得像在唱。
我不藏它,不裱它,
只轻轻,
压在茶杯下——
让暖,慢慢,
泡进日子的茶。

[Verse 3]
窗外雨还在下,
可我心里晴了。
因你记得问一句,
“花开了吗?”

[Chorus]
信里有晴,
不炫,不嚷,不张。
却让我——
把昨日的灰,
折成纸船,
放向有你的光。

[Bridge]

[Final Chorus]
信里有晴,
是我小小的天。
若世界偶有寒霜,
我就读一遍——
那句“安好”,
如何,
把我的心,
轻轻,
哄成春天。

[Outro]
信旧了,
字淡了,
可晴……
还在。

未来感旋律 EDM / 前卫浩室。关于记忆与数字身份的沉思性段落推进至振奋人心、以副歌钩子驱动的合唱,情感充沛的主唱、明亮的层叠合成器、脉动的贝斯、干脆的四踩地鼓、微妙的故障纹理,以及宽广精致的音乐节混音。

[Verse 1]
Upload my heart to the cloud tonight
Save every spark of neon light
If this body starts to fade away
Let my code keep dancing in the data stream
Stay
[Chorus]
Cloud copy of me
Living on when these bones finally break free
Every joke, every scar
Every cheap memory we made
Save it, save it
Cloud copy of me
If the screen goes dark, I’m still in the machine
Every glitch, every dream
Every version you ever did see
Save it, save it
[Verse 2]
Tag every laugh in a secret folder
Archive the nights we outran the thunder
If the wiring turns to rust and gray
Hit restore… press replay
[Chorus]
Cloud copy of me
Living on when these bones finally break free
Every joke, every scar
Every cheap memory we made
Save it, save it
Cloud copy of me
If the screen goes dark, I’m still in the machine
Every glitch, every dream
Every version you ever did see
Save it, save it (oh)
[Bridge]
Even the crashes, the late-night confessions
The parts of me I never learned to mention
Don’t let the silence swallow me whole
Keep a ghost in the glow…
So I never go
[Final Chorus]
Cloud copy of me
Still laughing somewhere in the binary
Every joke, every scar
Every moment you saved for me
Save it, save it
Cloud copy of me
When the lights go out, I’ll still be in the machine
Dancing in the code that you still believe
Save it…
Save me

前卫浩室 / EDM,126 BPM,降 B 大调。沉思怀旧的段落升华为宣泄式、狂喜的副歌,配以顺滑气声的男高音、脉动的侧链压缩合成器、有力的俱乐部贝斯、清脆的鼓点,以及宽阔的厅堂混响。

[Verse 1]
I wish I’d called you back that night
Not stared so long at my own pride
I wish I’d said what scared me most
Instead of turning into smoke

[Chorus]
I wish you were here
Right now
Right here
Laughing at my bad ideas
Spilling secrets in my ear
I wish you were here
Right now
This year
Every little thing I do
Keeps circling back to you

[Verse 2]
I wish I’d learned to let things go
To lose an argument
Not you though
I wish I’d held you in that storm
Not tried to tough it out alone

[Chorus]
I wish you were here
Right now
Right here
Laughing at my bad ideas
Spilling secrets in my ear
I wish you were here
Right now
This year
Every little thing I do
Keeps circling back to you

[Bridge]
I wish on traffic lights
On receipts and license plates
On every almost-kind-of sign
That says it’s not too late

[Chorus]
I wish you were here
Right now
Right here
Tracing circles on my sleeve
Saying what you really mean
I wish you were here
Right now
This year
Every little thing I do
Keeps circling back to you

明亮有力的流行乐/流行摇滚,112 BPM,降E大调。怀旧而苦涩的段落爆发为宣泄式的副歌,由清晰的次女高音领唱,带有高亢的八度钩子、有力的鼓点、宽广的分层吉他、细腻的合成器,以及精致现代的混音。

(Verse 1)
We were the kind who never stayed in one place,
Running through the city with the wind in our face.
Trading every secret like a currency of trust,
Didn’t know the moment when it started turning dust.

(Pre-Chorus)
I still scroll back just to see your name,
But the messages feel like another game.

(Chorus)
Forever friends – we promised it one day,
And we haven’t seen each other since the following day.
Guess forever’s quicker than we thought it’d be,
Faded like a sticker on a teenage diary.
Yeah, we said we’d never change… but life got in the way.

(Verse 2)
Now you’re a highlight in a story I outgrew,
A blurry little moment in a world that was new.
Funny how the rhythm doesn’t hit the same beat,
When the people that you dance with walk off down another street.

(Pre-Chorus)
I could call you up, but what would I say?
“Hey, remember us?”—it feels too far away.

(Chorus)
Forever friends – we promised it one day,
And we haven’t seen each other since the following day.
Guess forever’s quicker than we thought it’d be,
Faded like a sticker on a teenage diary.
Yeah, we said we’d never change… but life got in the way.

(Bridge)
Maybe we just ran out of the same headline,
And maybe that’s okay — stories shift over time.
Still I hope you’re smiling somewhere out there tonight,
Living loud, living free, living your own life.

(Final Chorus)
Forever friends – we promised it one day,
And we haven’t seen each other since the following day.
But the beat keeps moving and I’ll be okay,
Even if our forever only lasted one day.

理解创作意图

AI生成的音乐听起来可以像一首完整的歌曲,却仍然偏离最初的创作要求。指定的乐器可能会逐渐从编曲中消失,预期的情绪特征可能随着歌曲发展而减弱,所要求的演唱风格可能只出现在某个段落中,而无法贯穿全曲保持一致。

Music 3.0引入了一种更具表现力的音乐描述框架。它不再用单一的全局标签来概括整首作品,而是使用结构化描述(Structured Captions)以精细的时间粒度来描述音乐。这些描述指定了流派、速度、拍号、调性、使用场景和制作特征,同时追踪情绪轮廓;主奏与辅助乐器的进入和退出;律动与低频能量的发展;以及段落层面的人声表现、和声和人声效果的变化。

这些描述将主观的听觉感受转化为模型可以学习并执行的专业编曲框架。由此,模型能够更准确地将创作语言转化为具体的音乐表达,在歌曲展开过程中保持连贯的音乐身份,同时引入必要的动态变化。

为了让专业音乐创作更加普及,我们还开发了一个基于模板的提示词增强系统。它从精选的结构化描述模板库中选取合适的语言,并运用成熟的音乐术语和编曲原则,将用户的简单描述扩展为详细且音乐上连贯的指令。因此,创作者无需掌握专业词汇即可实现精准控制——无论他们想要一场私密而克制的原声演出;一首由滚动踩镲和深沉808贝斯驱动的深夜R&B曲目;还是一首从内省逐步发展为宏大张力的电影感器乐作品。

用户提示词

歌词

Demo

温暖的华语流行/传统中国风民谣,74 BPM,降A大调。温柔的怀旧情绪铺陈开来,进入欢庆的副歌段落,由成熟的男中音-男高音演绎,配以细腻的古筝、柔和的弦乐、轻柔的原声质感、富有表现力的颤音,以及自然的现场录音空间感。

[Verse]
屋檐下青苔长
木窗边月影扬
炊烟升起 炉火温暖
笑声穿过院墙

[Chorus]
岁月如歌 歌声悠长
我们牵手走过风霜
孩子长大 家庭满堂
一壶茶温暖了心房

[Verse 2]
摇椅轻晃夕阳下
旧相册笑容如花
指尖缝补 记忆缝扎
每道皱纹藏着回答

[Prechorus]
是谁说流年太快
白发换来心如海

[Chorus]
岁月如歌 歌声悠长
我们牵手走过风霜
孩子长大 家庭满堂
一壶茶温暖了心房

[Bridge]
庭前树影摇曳成画
月下竹影诉说牵挂
人间烟火 平淡无瑕
岁月留香在心底发芽

颂歌式体育场流行摇滚,132 BPM,E大调。轻盈、轻快的主歌层层推进,进入肾上腺素飙升的副歌,由富有力量感的女中音-次女高音演绎,高亢的八度钩子旋律、强劲的鼓点、宽广的吉他音墙、闪亮的氛围音效,以及一段短暂的失重感桥段。

[Verse]
Up in the sky I feel alive
Wind in my hair feel the dive
Hold my breath I see the ground
Heart is racing no turning around

[Verse 2]
Jump into the blue without a fear
Clouds are whispering you’re near
Open wide let the colors show
Parachute flyin\' high in the glow

[Chorus]
Falling free just you and me
Parachute spread like wings we see
Touch the earth we\'re born anew
In the sky I found the truth

[Bridge]
Weightless moments pure delight
Riding currents day and night
Just a canvas in the air
Painting dreams without a care

[Chorus]
Falling free just you and me
Parachute spread like wings we see
Touch the earth we\'re born anew
In the sky I found the truth

[Outro]
Safe landing coming in
Start again where dreams begin
Parachute my safety net
Sky’s the limit no regrets

巴洛克流行/情绪摇滚,162 BPM,降E小调。庄严而哀伤的起篇推向恢弘的"音墙"式终章,由粗粝而富有戏剧性的男中音-男高音演绎,配以管弦乐弦乐、羽管键琴、失真吉他、猛烈的鼓点,以及一段叛逆式的爆发段落。

[Verse]
Accept your share of suffering 
as a soldier of Jesus our King
Soldiers don’t aimlessly wander
They work to please their officer

Athletes in the competition
Don’t make up rules as their goin\'
The farmer who works hard sowing
Should have first share of the reaping

[Pre-Chorus]
Think about what I am sayin\'
God will give you understandin\'

[Chorus]
Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

[Verse]
Accept your share of suffering 
as a soldier of Jesus our King
Soldiers don’t aimlessly wander
They work to please their officer

Athletes in the competition
Don’t make up rules as their goin\'
The farmer who works hard sowing
Should have first share of the reaping

[Pre-Chorus]
Think about what I am sayin\'
God will give you understandin\'

[Chorus]
Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

[Bridge]
The gospel truth of Jesus
The descendant of David
Who\'s died and resurrected
For which I am in chains

The gospel truth of Jesus
The descendant of David
Who\'s died and resurrected
It cannot be contained

They can put me in prison
BUT THE GOSPEL CAN\'T BE CHAINED!

[Breakdown to drums-Chorus]
Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

[All in Chorus]
Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

更完整、更多变的编曲

长篇幅歌曲生成的挑战不仅仅在于生成更长的时长,而在于构建段落之间可信的推进逻辑。情绪必须层层递进并得到释放,乐器必须在恰当的时机进入、叠加、退场,主歌、副歌、桥段和器乐段落都必须服务于统一的方向感。

Music 3.0 在两个层面解决这一挑战。首先,歌词中的段落标签——如 [intro]、[verse]、[pre-chorus]、[chorus]、[bridge]、[instrumental]、[solo] 和 [outro]——定义了歌曲的宏观结构。其次,结构化描述(Structured Caption)明确了每个阶段的情绪发展、配器变化、人声演绎、节奏基底、装饰性音色和空间效果,将"什么在变化、在哪里变化"转化为显式的生成条件。

在模型层面,Music 3.0 采用全局-局部协同的混合语言模型(Hybrid-LM)。8B 全局大语言模型逐帧预测核心语义和结构 token,并维护整首歌的上下文。0.6B 局部大语言模型在每一帧内沿深度轴预测声学 token,提供局部的声学细节。这种分工方式在长达五分钟的歌曲中保持时间稳定性,同时在各个段落内部保留丰富的细节变化。

用户提示词

歌词

Demo

振奋人心的渐进浩室/EDM,126 BPM,降A大调。专注的灵感逐渐升华为狂喜的高潮,温暖略带沙哑的男高音、高亢的五声音阶钩子、有力的俱乐部鼓点、克制的贝斯、明亮的合成器,以及精致宽广的混音。

(Verse 1)
I grab my pen, heart starts to race,
Time to escape, to claim my space.
Each stroke of ink breathes life anew,
Worlds awaken where dreams come true.
(Chorus)
I’m weaving tales untold, characters bold,
Adventures unfold in colors and gold.
Through ink and paper, I carve my way,
In this realm of wonder, forever I stay.
(Verse 2)
From the shadows of mind, stories ignite,
Panels bloom under late-night light.
Lines and curves carry all my soul,
Where impossible dreams find control.
(Chorus)
I’m weaving tales untold, characters bold,
Adventures unfold in colors and gold.
Through ink and paper, I carve my way,
In this realm of wonder, forever I stay.
(Bridge)
Every stroke sparks a rush inside,
Bringing visions I can’t hide.
In this endless sea of creation,
I chase the thrill, my true salvation.
(Chorus – with lift)
I’m weaving tales untold, characters bold,
Adventures explode in stories retold.
Through ink and paper, I find my fire,
In imagination’s glow, I never tire.
(Outro)
So I’ll keep creating, with passion so free,
This world of my making is where I belong—me.
Pen in hand, heart open wide,
In stories forever, my spirit will ride.

欢快的放克/新迪斯科,112 BPM,降E大调。自信、昂首阔步、充满庆祝感,流畅深情的男高音、俏皮的断奏 phrasing、假声翻转、利落的鼓点、弹性贝斯、节奏感十足的吉他、光泽的键盘,以及宽阔的舞池混音。

[Verse 1]
I\'m feeling like a million bucks today
Nothing\'s gonna stand in my way
The sun is shining and the sky is blue
I\'ve got a feeling that I\'m gonna make it through

[Chorus]
Oh oh oh, I\'m on top of the world
Oh oh oh, I\'m on top of the world
Nothing can stop me now
I\'m reaching for the stars and I\'m never coming down

暗黑电子朋克嘻哈/工业说唱,108 BPM,降B小调。不祥的布道式紧张感转化为俱乐部式的宣泄,沙哑的男高音将激进说唱、朋克嘶吼和萦绕心头的吟唱融合在失真的电子乐、硬朗鼓点和饱和贝斯之上。

[Hook]
I\'ve been having revelations
Repenting for my sins
In attempt to make amends 
Before the end begins
Lord knows that we\'re holy
But only god can win
Prophecy fulfilling slowly 
Before the end begins 

[Verse]
Jesus came to save us
He died so we could live
So his will could carry on 
Before the end begins
And god he sent his only son
To bear the weight of what we\'ve done
Our evil deeds must weigh a ton.
(Somewhere the end has just begun)...

[Instrumental dance bridge]
Uuuuuuuuun
Just
Beguuuuuuu
Uuuuuuuuun

[Hook]
I\'ve been having revelations
Repenting for my sins
In attempt to make amends 
Before the end begins
Lord knows that we\'re holy
But only god can win
Prophecy fulfilling slowly 
Before the end begins

音频质量提升

引人入胜的作曲需要同样令人信服的声音。Music 3.0 在音频质量上实现了大幅提升,产出的混音更加开阔、清晰、均衡,减少了拥堵感和浑浊感。

音频建模始于多层残差向量量化(RVQ)。第一层使用包含 16,384 个条目的码本,专门负责音乐的核心语义与结构。第 2 至第 8 层各使用包含 1,024 个条目的码本,逐层编码残差声学细节。训练时,我们首先独立训练初始层,使其尽可能全面地捕获核心信息;随后再联合训练全部八层。这种分层设计在语义容量、生成稳定性和细节重建之间取得平衡,同时减少了长序列生成中的误差累积。

然而,Music 3.0 的最终音频渲染超越了离散 token。在推理时,合成栈并不加载离散 tokenizer 的解码路径。相反,它将 8B Global LLM 和 0.6B Local LLM 最终层的连续隐藏状态融合,然后通过 flow matching 和 Flow-VAE 直接生成音频。与仅使用离散 token 相比,这些连续特征保留了更丰富的高维声学信息,提升了人声发音的准确性和乐器声音的物理连贯性。

2.4B 流匹配模块将融合后的语言模型特征映射到 VAE 潜空间。123M Flow-VAE 继承了 MiniMax Speech 架构,并针对音乐特有的动态范围和频谱分布进行了重新训练,以重建最终波形。这使得模型能够遵循更精确的乐器指令,并还原诸如滑音和连奏等真实演奏技法。乐器角色在编曲中更加分明,低频保留冲击力而不掩盖整体混音,即使在层次密集的制作中,精细的声音细节依然清晰可辨。

这些改进延伸至音乐表达的完整范畴:独奏乐器中的弦乐起音与运弓、鼓与贝斯的冲击力、密集电子编曲中的声源分离,以及人声周围的空间感。Music 3.0 将以上每一个元素都拉近到完整制作录音的聆听体验。

用户提示词

歌词

演示

未来感旋律电子舞曲 / 前卫浩室。关于记忆与数字身份的沉思主歌逐渐推进至振奋人心、以副歌钩子驱动的段落,配以情感充沛的主唱、明亮的层叠合成器、脉动贝斯、清脆的四踩地鼓、微妙的故障纹理,以及宽广精致的音乐节混音。

[Verse 1]
Upload my heart to the cloud tonight
Save every spark of neon light
If this body starts to fade away
Let my code keep dancing in the data stream
Stay
[Chorus]
Cloud copy of me
Living on when these bones finally break free
Every joke, every scar
Every cheap memory we made
Save it, save it
Cloud copy of me
If the screen goes dark, I’m still in the machine
Every glitch, every dream
Every version you ever did see
Save it, save it
[Verse 2]
Tag every laugh in a secret folder
Archive the nights we outran the thunder
If the wiring turns to rust and gray
Hit restore… press replay
[Chorus]
Cloud copy of me
Living on when these bones finally break free
Every joke, every scar
Every cheap memory we made
Save it, save it
Cloud copy of me
If the screen goes dark, I’m still in the machine
Every glitch, every dream
Every version you ever did see
Save it, save it (oh)
[Bridge – new, optional but recommended]
Even the crashes, the late-night confessions
The parts of me I never learned to mention
Don’t let the silence swallow me whole
Keep a ghost in the glow…
So I never go
[Final Chorus – softer / layered]
Cloud copy of me
Still laughing somewhere in the binary
Every joke, every scar
Every moment you saved for me
Save it, save it
Cloud copy of me
When the lights go out, I’ll still be in the machine
Dancing in the code that you still believe
Save it…
Save me

轻快波萨诺瓦 / 巴西流行,88 BPM,降D大调。宁静而冥思,逐渐生长为沉稳自信,配以清澈亲密的女性女高音、松弛的乐句处理、轻柔上扬的钩子、柔和的吉他、钢琴、克制的贝斯,以及细腻的打击乐。

I breathe in peace, the simple joy of now I honor all the wisdom that the present allows My cup is full, I have everything I need right here Surrounded by soft connections, holding love so near I give and receive freely, a beautiful, steady flow I am seen, I am cherished, loved deeply as I go.

Now the ground is firm beneath my gentle feet A powerful knowing, perfectly complete. I listen close to the inner guidance I hold true.

I am steady light, unbothered by the noise outside I am confidence, where courage loves to reside I step forward now, with clear intent and heart ablaze I move mountains gently, in a thousand patient ways I succeed now, I achieve now, the outcome is clear and bright My inner strength is my constant guiding light.

My intuition speaks softly, a wisdom that guides my way The Universe unfolds beauty, every single day Everything arrives for me, in the perfect, knowing time I trust the flow of life, a rhythm so sublime My body is resilient, strong and full of grace My spirit is vibrant, illuminating every space.

Like a river flowing, perfectly on time Every drop is necessary, a beautiful design I release all worry, all the need to rush I am brave, I am persistent, and success is in my touch. My whole being is filled with strength, glowing, alive, and free.

I am steady light, unbothered by the noise outside I am confidence, where courage loves to reside I step forward now, with clear intent and heart ablaze I move mountains gently, in a thousand patient ways I succeed now, I achieve now, the outcome is clear and bright My inner strength is my constant guiding light.

"Strong and peaceful..." "Loved and thriving..." "The perfect time is always now..." "It is done, it is complete, it is well..."

温暖疗愈的中文流行抒情歌,情感深沉,带轻摇滚元素,中年成熟男女对唱,父母声线年龄约在50至70岁之间。母亲演唱温柔细腻的主唱部分,嗓音温暖成熟、柔和女性化,略带岁月痕迹的音色,睿智而温柔的语气;父亲提供低沉稳健的支持性和声,成熟浑厚的男声,略带沙哑的低音区。歌曲以钢琴和丰盈的弦乐开场,副歌部分随着鼓点和电吉他层次逐渐推进,结尾回归纯净的原声温柔收束。真挚动人的情感,不过度煽情,含蓄内敛的中式父母之爱,骄傲而温柔的无言鼓励,演唱中带有浓重的台湾口音。情感真挚、诚恳,以温暖的父母视角展开,层层推进至振奋人心的希望式结尾,尾声以轻柔低语的亲密呢喃收束,如同温柔呼唤归家的絮语。怀旧而充满力量的亲情之歌,声线成熟老练,没有年轻明亮的音色。

[Intro]
[Verse 1]
当她 在十岁以前
纯粹 天真的快乐
她总是 很多话
问个不停
[Verse 2]
在十 岁过了以后
就开 始有点忧愁
也变得话不多
不知道为什么

[Pre-Chorus]
她 终于 慢慢 长大
懵懂 的岁月 它 不停 歇

[Chorus 1]
她担心  这游戏
刚开始  玩不起
她担心  那游戏
刚开始  就结束
她担心  玩不起
这游戏  那游戏
这是梦 还是我
还是戏 ...
[Chorus]
她 要  努 力
也 要  放 松
她要 她 的 幸 福 ~
更要 她 的 快 乐 ~
快 ~ 乐
在三十岁  以 后
会 是  怎 样?
三十 而 立 呀
[Guitar Break]
[Bridge]
她担心  这游戏
刚开始  玩不起
她担心  那游戏
刚开始  就结束
她担心  玩不起
这游戏  那游戏
这是梦 还是我
还是戏 ...
[Chorus]
她 要  努 力
也 要  放 松
她要 她 的 幸 福 ~
更要 她 的 快 乐 ~
她 要  努 力
也 要  放 松
她要 她 的 幸 福 ~
更要 她 的 快 乐 ~
快 ~ 乐
在三十岁  以 后
会 是  怎 样?
三十 而 立 呀

[Outro]

更自然的歌声

人声往往是生成音乐中合成感最明显的部分。高频伪影、僵硬的乐句处理、发音不清以及不自然的换气,即使歌曲在其他方面已经打磨得相当精致,也会打破听众的情感连接。

Music 3.0 引入了一套全新的音频渲染系统,旨在呈现更自然、达到录音室水准的人声演绎。结构化描述(Structured Caption)以精细的细节刻画音色、演唱方式、气声和假声等技巧、和声编排,以及延迟和 Auto-Tune 等效果。由全局和局部语言模型融合而成的连续隐藏状态,将这些演绎信息带入流匹配(flow-matching)和 Flow-VAE 的生成过程中。这些机制共同作用,减少了生成人声中常见的高频数字伪影,同时提升了对旋律、发音、换气和分层和声的控制力。

人声能够更连贯地回应情绪与节奏的变化——从克制的主歌过渡到舒展的副歌,或从紧凑的节奏型演唱转向绵长开阔的旋律线条。和声围绕主唱更自然地展开,呼吸成为表演的一部分,而非叠加在周围的合成痕迹。

用户提示词

歌词

试听样曲

原声波萨诺瓦/民谣,88 BPM,升F大调。宁静、田园且俏皮,副歌轻快上扬,女高音甜美而带气息感,演唱松弛如说话般自然,指弹原声吉他、温暖贝斯、轻打击乐,以及柔和绵长的淡出结尾。

[Verse]
Blue sky whispers don\'t be late
Green grass stretches like a plate
The sun is winking through the trees
A day like this is made to tease

[Chorus]
Blue sky green grass sunny day
Let the world spin the other way
No need to run no need to stay
Just blue sky green grass sunny day

[Verse 2]
Birds are laughing high and wide
Clouds are playing seek and hide
I feel the breeze it tells a joke
The kind that lingers when it\'s spoke

[Chorus]
Blue sky green grass sunny day
Troubles fade like shadows play
Dance with time let it delay
Just blue sky green grass sunny day

[Bridge]
No map no plan no ticking clocks
Barefoot feet on skipping rocks
Catch the air hold it tight
This is ours this feels right

[Chorus]
Blue sky green grass sunny day
Let the worries float away
The world can wait come what may
Just blue sky green grass sunny day

欢快放克/当代R&B,带光泽感的新迪斯科锋芒。俏皮、夜色氛围的主歌滑入庆祝式的舞池副歌,主唱顺滑而富有灵魂感,贝斯弹性十足,节奏吉他切分灵动,键盘明亮,鼓点干脆,霓虹合成器点缀其间,整体是温暖开阔的俱乐部混音质感。

( intro )

(Verse 1)
Neon shadows on the avenue tonightTaxi horns and people passing in the lightThe rhythm of the street begins to playAnd every heartbeat’s dancing anyway

(Pre-Chorus)
Footsteps echo down the boulevardA thousand stories written in the dark

(Chorus)
Boogie in the city lights tonightFeel the rhythm glowing neon brightEvery heartbeat moving to the soundLost and free while the world spins aroundBoogie in the city lights so wildWhere every stranger dances like a childIn the glow where the midnight ignitesWe’re alive in the city lights

(Verse 2)
Windows shining like a million starsMusic drifting softly from the barsEvery corner hides a melodyAnd every dream feels closer to be free

(Pre-Chorus)
Streetlights flicker like a disco ballThe night is calling, hear the music call

(Chorus)
Boogie in the city lights tonightFeel the rhythm glowing neon brightEvery heartbeat moving to the soundLost and free while the world spins aroundBoogie in the city lights so wildWhere every stranger dances like a childIn the glow where the midnight ignitesWe’re alive in the city lights

(Bridge)
The skyline sways like a moving seaAnd the night keeps singing endlesslyFrom rooftop highs to subway beatsThe whole wide city’s dancing in the streets

(Final Chorus)
Boogie in the city lights tonightLet the darkness turn to shining lightEvery dream is burning in the airAnd the music’s everywhere we stareBoogie till the sunrise paints the skiesWhile the rhythm never says goodbyeIn the glow where our hearts uniteWe keep dancing in the city lights

( outro )

温暖流行摇滚/灵魂乐,88 BPM,降B大调。私密的反思层层推进为关于自我价值的振奋颂歌,由一位嗓音成熟、带丝绒般轻微沙哑的女中音领唱,模拟温暖的吉他、稳健鼓点、灵魂感键盘、令人安心的记忆点旋律,以及宽广的电影感副歌。

Your face is in the mail
You left it here 
Forgot all about it 
As you packed your gear 
I know you don’t
Want to hear this 
But 
I really don’t think 
You need it 

You look in the mirror 
You don’t like what you see 

You can’t leave home 
Without it 
You’re beautiful 
I’m telling you 
But 
You just don’t believe 
Me anyway

You look in the mirror 
You don’t like what you see 

You just think I’m saying it 
Because I’m your mum 
But really 
It’s a fact 
You don’t need that 
Make up 
Love 

You look in the mirror 
don’t like what you see

In that way
You’re just like me 
When I was so much younger
I didn’t like me either 
So I just looked away 
Couldn’t face a mirror 
without a frown
Hated my own features 
Couldn’t see a redeeming
Thing in there

I looked in the mirror 
I didn’t like what I saw 

So you’re just like your mother 
Just like any other 
Teenager out there 
It’s all the same nowadays 
Everybody wants to be 
Perfect 
Nobody feels they’re worth it 
Everybody needs to see that 
We can’t all be beauty models 

We all look in that mirror 
Nobody likes what they see

But

We are all beautiful 
On the inside 
Our hearts and souls 
Are what we need to show
That essence within 
Needs to be seen 
True beauty shines within…

从创作意图与歌曲结构,到局部声学细节与最终音频渲染,Music 3.0 将音乐生成从“产出听起来合理的音频”推进到“实现完整、连贯的创作愿景”。我们期待听到你的作品。

来源:MiniMax:Blog(网页) · minimax.io

MiniMax Music 3.0 发布:新一代开源权重、生产级全能音乐模型

MiniMax:Blog(网页)·2026-08-14 00:52·8分钟前·MiniMax
AI 导读

MiniMax 推出 Music 3.0,新一代音乐生成模型,可根据创意概念和可选歌词一次性完成整首歌的作曲、编曲、演奏与制作,最长支持五分钟。

正文 · AI 翻译

今天,我们正式推出 MiniMax Music 3.0——我们的下一代音乐生成模型。只需提供一个创意概念和可选的歌词,该模型即可在单次生成中完成一首完整歌曲的作曲、编曲、演奏和制作。

Music 3.0 聚焦于音乐创作中最难通过简单提示词捕捉的方面:理解创作者的表达意图;在长达五分钟的完整歌曲中持续贯彻这一意图;以清晰度和物理真实感呈现乐器音色;以及生成听起来像真实演唱而非合成效果的歌声。

为实现这一目标,我们重新设计了整个生成流程——从音乐描述和语言建模到音频渲染。细粒度的时间描述捕捉情绪、配器和人声演绎的演变过程。全局-局部混合语言模型(Hybrid-LM)联合建模长程结构和声学细节。多层残差向量量化(RVQ)、隐状态融合、流匹配(flow matching)和 Flow-VAE 进一步提升了输出保真度。这些进展共同带来了三大升级:对创作意图更准确的解读、更完整且更多样的编曲,以及更清晰、更自然的声音。

Music 3.0:技术架构

Music 3.0 由三个相互关联的核心组件构成:分词器(tokenizer)、混合语言模型(Hybrid-LM)和合成栈(synthesis stack)。它们分别解决音乐信息如何表示、长程结构和局部细节如何建模,以及音频如何以高保真度重建的问题。完整工作流程如下所示。

MiniMax Music 3.0 technical architecture
MiniMax Music 3.0 技术架构

多层 RVQ:将核心结构与声学细节分离

八层 RVQ 以分层方式表示音乐信息。第一层捕获核心语义和结构,其余七层逐步编码声学残差。在分阶段训练中,第一层首先学习稳定的信息主干;随后所有码本联合训练,以建模细粒度声音。这种设计为长序列预测提供了更稳定的离散表示,并避免将结构和保真度相关信息过度加载到单一 token 层上。

Hybrid-LM:全局结构与局部声学的联合建模

8B 全局大语言模型以 Qwen3.5-8B 为初始化,在建模全局上下文的同时逐帧预测语义 token。一个随机初始化的 0.6B 局部大语言模型沿深度轴预测帧内声学 token。训练分两个阶段进行:全局对齐首先建立全局大语言模型预测音乐语义的能力,随后对全局与局部模型进行全参数联合训练。这种层级协作使模型能够在保留歌曲级结构稳定性的同时,解析每一帧内的声学细节。

隐状态融合:从离散预测到连续音频渲染

传统系统通常将离散声学 token 直接送入解码器。Music 3.0 则融合来自全局大语言模型和局部大语言模型的连续隐状态,并用其条件化一个 2.4B 的流匹配模块。随后由 123M 的 Flow-VAE 解码音频。完整路径为:

融合的大语言模型特征 → 流匹配 → VAE 隐状态 → Flow-VAE 解码器 → 最终音频

这一设计通过连续表示,将语言模型的结构理解与声学模型的音频重建直接连接起来。它在保持长程一致性的同时,提升了发音准确度、乐器连贯性和细节保真度。

用户提示词

歌词

演示

经典上海爵士 / 灵魂乐,带有轻柔的 lo-fi 暖意。温柔怀旧的段落铺展为柔和明亮的副歌,由克制的女声领唱,辅以醇厚的钢琴、原声贝斯、轻刷鼓点、温暖的铜管点缀,以及复古的室内混音质感。

[Verse 1]
信封带着阳光味,
角边微卷,像在笑。
我拆得慢,怕太快,
把好梦抖落了。

[Verse 2]
字迹软得像云絮,
写:“近来可安好?”
没大事,没长句,
却让我眼眶忽地潮。

[Chorus]
信里有晴,
落在掌心不响。
可整日房间,
都亮得像在唱。
我不藏它,不裱它,
只轻轻,
压在茶杯下——
让暖,慢慢,
泡进日子的茶。

[Verse 3]
窗外雨还在下,
可我心里晴了。
因你记得问一句,
“花开了吗?”

[Chorus]
信里有晴,
不炫,不嚷,不张。
却让我——
把昨日的灰,
折成纸船,
放向有你的光。

[Bridge]

[Final Chorus]
信里有晴,
是我小小的天。
若世界偶有寒霜,
我就读一遍——
那句“安好”,
如何,
把我的心,
轻轻,
哄成春天。

[Outro]
信旧了,
字淡了,
可晴……
还在。

未来感旋律 EDM / 前卫浩室。关于记忆与数字身份的沉思性段落推进至振奋人心、以副歌钩子驱动的合唱,情感充沛的主唱、明亮的层叠合成器、脉动的贝斯、干脆的四踩地鼓、微妙的故障纹理,以及宽广精致的音乐节混音。

[Verse 1]
Upload my heart to the cloud tonight
Save every spark of neon light
If this body starts to fade away
Let my code keep dancing in the data stream
Stay
[Chorus]
Cloud copy of me
Living on when these bones finally break free
Every joke, every scar
Every cheap memory we made
Save it, save it
Cloud copy of me
If the screen goes dark, I’m still in the machine
Every glitch, every dream
Every version you ever did see
Save it, save it
[Verse 2]
Tag every laugh in a secret folder
Archive the nights we outran the thunder
If the wiring turns to rust and gray
Hit restore… press replay
[Chorus]
Cloud copy of me
Living on when these bones finally break free
Every joke, every scar
Every cheap memory we made
Save it, save it
Cloud copy of me
If the screen goes dark, I’m still in the machine
Every glitch, every dream
Every version you ever did see
Save it, save it (oh)
[Bridge]
Even the crashes, the late-night confessions
The parts of me I never learned to mention
Don’t let the silence swallow me whole
Keep a ghost in the glow…
So I never go
[Final Chorus]
Cloud copy of me
Still laughing somewhere in the binary
Every joke, every scar
Every moment you saved for me
Save it, save it
Cloud copy of me
When the lights go out, I’ll still be in the machine
Dancing in the code that you still believe
Save it…
Save me

前卫浩室 / EDM,126 BPM,降 B 大调。沉思怀旧的段落升华为宣泄式、狂喜的副歌,配以顺滑气声的男高音、脉动的侧链压缩合成器、有力的俱乐部贝斯、清脆的鼓点,以及宽阔的厅堂混响。

[Verse 1]
I wish I’d called you back that night
Not stared so long at my own pride
I wish I’d said what scared me most
Instead of turning into smoke

[Chorus]
I wish you were here
Right now
Right here
Laughing at my bad ideas
Spilling secrets in my ear
I wish you were here
Right now
This year
Every little thing I do
Keeps circling back to you

[Verse 2]
I wish I’d learned to let things go
To lose an argument
Not you though
I wish I’d held you in that storm
Not tried to tough it out alone

[Chorus]
I wish you were here
Right now
Right here
Laughing at my bad ideas
Spilling secrets in my ear
I wish you were here
Right now
This year
Every little thing I do
Keeps circling back to you

[Bridge]
I wish on traffic lights
On receipts and license plates
On every almost-kind-of sign
That says it’s not too late

[Chorus]
I wish you were here
Right now
Right here
Tracing circles on my sleeve
Saying what you really mean
I wish you were here
Right now
This year
Every little thing I do
Keeps circling back to you

明亮有力的流行乐/流行摇滚,112 BPM,降E大调。怀旧而苦涩的段落爆发为宣泄式的副歌,由清晰的次女高音领唱,带有高亢的八度钩子、有力的鼓点、宽广的分层吉他、细腻的合成器,以及精致现代的混音。

(Verse 1)
We were the kind who never stayed in one place,
Running through the city with the wind in our face.
Trading every secret like a currency of trust,
Didn’t know the moment when it started turning dust.

(Pre-Chorus)
I still scroll back just to see your name,
But the messages feel like another game.

(Chorus)
Forever friends – we promised it one day,
And we haven’t seen each other since the following day.
Guess forever’s quicker than we thought it’d be,
Faded like a sticker on a teenage diary.
Yeah, we said we’d never change… but life got in the way.

(Verse 2)
Now you’re a highlight in a story I outgrew,
A blurry little moment in a world that was new.
Funny how the rhythm doesn’t hit the same beat,
When the people that you dance with walk off down another street.

(Pre-Chorus)
I could call you up, but what would I say?
“Hey, remember us?”—it feels too far away.

(Chorus)
Forever friends – we promised it one day,
And we haven’t seen each other since the following day.
Guess forever’s quicker than we thought it’d be,
Faded like a sticker on a teenage diary.
Yeah, we said we’d never change… but life got in the way.

(Bridge)
Maybe we just ran out of the same headline,
And maybe that’s okay — stories shift over time.
Still I hope you’re smiling somewhere out there tonight,
Living loud, living free, living your own life.

(Final Chorus)
Forever friends – we promised it one day,
And we haven’t seen each other since the following day.
But the beat keeps moving and I’ll be okay,
Even if our forever only lasted one day.

理解创作意图

AI生成的音乐听起来可以像一首完整的歌曲,却仍然偏离最初的创作要求。指定的乐器可能会逐渐从编曲中消失,预期的情绪特征可能随着歌曲发展而减弱,所要求的演唱风格可能只出现在某个段落中,而无法贯穿全曲保持一致。

Music 3.0引入了一种更具表现力的音乐描述框架。它不再用单一的全局标签来概括整首作品,而是使用结构化描述(Structured Captions)以精细的时间粒度来描述音乐。这些描述指定了流派、速度、拍号、调性、使用场景和制作特征,同时追踪情绪轮廓;主奏与辅助乐器的进入和退出;律动与低频能量的发展;以及段落层面的人声表现、和声和人声效果的变化。

这些描述将主观的听觉感受转化为模型可以学习并执行的专业编曲框架。由此,模型能够更准确地将创作语言转化为具体的音乐表达,在歌曲展开过程中保持连贯的音乐身份,同时引入必要的动态变化。

为了让专业音乐创作更加普及,我们还开发了一个基于模板的提示词增强系统。它从精选的结构化描述模板库中选取合适的语言,并运用成熟的音乐术语和编曲原则,将用户的简单描述扩展为详细且音乐上连贯的指令。因此,创作者无需掌握专业词汇即可实现精准控制——无论他们想要一场私密而克制的原声演出;一首由滚动踩镲和深沉808贝斯驱动的深夜R&B曲目;还是一首从内省逐步发展为宏大张力的电影感器乐作品。

用户提示词

歌词

Demo

温暖的华语流行/传统中国风民谣,74 BPM,降A大调。温柔的怀旧情绪铺陈开来,进入欢庆的副歌段落,由成熟的男中音-男高音演绎,配以细腻的古筝、柔和的弦乐、轻柔的原声质感、富有表现力的颤音,以及自然的现场录音空间感。

[Verse]
屋檐下青苔长
木窗边月影扬
炊烟升起 炉火温暖
笑声穿过院墙

[Chorus]
岁月如歌 歌声悠长
我们牵手走过风霜
孩子长大 家庭满堂
一壶茶温暖了心房

[Verse 2]
摇椅轻晃夕阳下
旧相册笑容如花
指尖缝补 记忆缝扎
每道皱纹藏着回答

[Prechorus]
是谁说流年太快
白发换来心如海

[Chorus]
岁月如歌 歌声悠长
我们牵手走过风霜
孩子长大 家庭满堂
一壶茶温暖了心房

[Bridge]
庭前树影摇曳成画
月下竹影诉说牵挂
人间烟火 平淡无瑕
岁月留香在心底发芽

颂歌式体育场流行摇滚,132 BPM,E大调。轻盈、轻快的主歌层层推进,进入肾上腺素飙升的副歌,由富有力量感的女中音-次女高音演绎,高亢的八度钩子旋律、强劲的鼓点、宽广的吉他音墙、闪亮的氛围音效,以及一段短暂的失重感桥段。

[Verse]
Up in the sky I feel alive
Wind in my hair feel the dive
Hold my breath I see the ground
Heart is racing no turning around

[Verse 2]
Jump into the blue without a fear
Clouds are whispering you’re near
Open wide let the colors show
Parachute flyin\' high in the glow

[Chorus]
Falling free just you and me
Parachute spread like wings we see
Touch the earth we\'re born anew
In the sky I found the truth

[Bridge]
Weightless moments pure delight
Riding currents day and night
Just a canvas in the air
Painting dreams without a care

[Chorus]
Falling free just you and me
Parachute spread like wings we see
Touch the earth we\'re born anew
In the sky I found the truth

[Outro]
Safe landing coming in
Start again where dreams begin
Parachute my safety net
Sky’s the limit no regrets

巴洛克流行/情绪摇滚,162 BPM,降E小调。庄严而哀伤的起篇推向恢弘的"音墙"式终章,由粗粝而富有戏剧性的男中音-男高音演绎,配以管弦乐弦乐、羽管键琴、失真吉他、猛烈的鼓点,以及一段叛逆式的爆发段落。

[Verse]
Accept your share of suffering 
as a soldier of Jesus our King
Soldiers don’t aimlessly wander
They work to please their officer

Athletes in the competition
Don’t make up rules as their goin\'
The farmer who works hard sowing
Should have first share of the reaping

[Pre-Chorus]
Think about what I am sayin\'
God will give you understandin\'

[Chorus]
Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

[Verse]
Accept your share of suffering 
as a soldier of Jesus our King
Soldiers don’t aimlessly wander
They work to please their officer

Athletes in the competition
Don’t make up rules as their goin\'
The farmer who works hard sowing
Should have first share of the reaping

[Pre-Chorus]
Think about what I am sayin\'
God will give you understandin\'

[Chorus]
Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

[Bridge]
The gospel truth of Jesus
The descendant of David
Who\'s died and resurrected
For which I am in chains

The gospel truth of Jesus
The descendant of David
Who\'s died and resurrected
It cannot be contained

They can put me in prison
BUT THE GOSPEL CAN\'T BE CHAINED!

[Breakdown to drums-Chorus]
Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

[All in Chorus]
Be strong in the grace of Jesus.
The sound teachings you have witnessed
Entrust to ones who will teach well
Not just look out for themselves

更完整、更多变的编曲

长篇幅歌曲生成的挑战不仅仅在于生成更长的时长,而在于构建段落之间可信的推进逻辑。情绪必须层层递进并得到释放,乐器必须在恰当的时机进入、叠加、退场,主歌、副歌、桥段和器乐段落都必须服务于统一的方向感。

Music 3.0 在两个层面解决这一挑战。首先,歌词中的段落标签——如 [intro]、[verse]、[pre-chorus]、[chorus]、[bridge]、[instrumental]、[solo] 和 [outro]——定义了歌曲的宏观结构。其次,结构化描述(Structured Caption)明确了每个阶段的情绪发展、配器变化、人声演绎、节奏基底、装饰性音色和空间效果,将"什么在变化、在哪里变化"转化为显式的生成条件。

在模型层面,Music 3.0 采用全局-局部协同的混合语言模型(Hybrid-LM)。8B 全局大语言模型逐帧预测核心语义和结构 token,并维护整首歌的上下文。0.6B 局部大语言模型在每一帧内沿深度轴预测声学 token,提供局部的声学细节。这种分工方式在长达五分钟的歌曲中保持时间稳定性,同时在各个段落内部保留丰富的细节变化。

用户提示词

歌词

Demo

振奋人心的渐进浩室/EDM,126 BPM,降A大调。专注的灵感逐渐升华为狂喜的高潮,温暖略带沙哑的男高音、高亢的五声音阶钩子、有力的俱乐部鼓点、克制的贝斯、明亮的合成器,以及精致宽广的混音。

(Verse 1)
I grab my pen, heart starts to race,
Time to escape, to claim my space.
Each stroke of ink breathes life anew,
Worlds awaken where dreams come true.
(Chorus)
I’m weaving tales untold, characters bold,
Adventures unfold in colors and gold.
Through ink and paper, I carve my way,
In this realm of wonder, forever I stay.
(Verse 2)
From the shadows of mind, stories ignite,
Panels bloom under late-night light.
Lines and curves carry all my soul,
Where impossible dreams find control.
(Chorus)
I’m weaving tales untold, characters bold,
Adventures unfold in colors and gold.
Through ink and paper, I carve my way,
In this realm of wonder, forever I stay.
(Bridge)
Every stroke sparks a rush inside,
Bringing visions I can’t hide.
In this endless sea of creation,
I chase the thrill, my true salvation.
(Chorus – with lift)
I’m weaving tales untold, characters bold,
Adventures explode in stories retold.
Through ink and paper, I find my fire,
In imagination’s glow, I never tire.
(Outro)
So I’ll keep creating, with passion so free,
This world of my making is where I belong—me.
Pen in hand, heart open wide,
In stories forever, my spirit will ride.

欢快的放克/新迪斯科,112 BPM,降E大调。自信、昂首阔步、充满庆祝感,流畅深情的男高音、俏皮的断奏 phrasing、假声翻转、利落的鼓点、弹性贝斯、节奏感十足的吉他、光泽的键盘,以及宽阔的舞池混音。

[Verse 1]
I\'m feeling like a million bucks today
Nothing\'s gonna stand in my way
The sun is shining and the sky is blue
I\'ve got a feeling that I\'m gonna make it through

[Chorus]
Oh oh oh, I\'m on top of the world
Oh oh oh, I\'m on top of the world
Nothing can stop me now
I\'m reaching for the stars and I\'m never coming down

暗黑电子朋克嘻哈/工业说唱,108 BPM,降B小调。不祥的布道式紧张感转化为俱乐部式的宣泄,沙哑的男高音将激进说唱、朋克嘶吼和萦绕心头的吟唱融合在失真的电子乐、硬朗鼓点和饱和贝斯之上。

[Hook]
I\'ve been having revelations
Repenting for my sins
In attempt to make amends 
Before the end begins
Lord knows that we\'re holy
But only god can win
Prophecy fulfilling slowly 
Before the end begins 

[Verse]
Jesus came to save us
He died so we could live
So his will could carry on 
Before the end begins
And god he sent his only son
To bear the weight of what we\'ve done
Our evil deeds must weigh a ton.
(Somewhere the end has just begun)...

[Instrumental dance bridge]
Uuuuuuuuun
Just
Beguuuuuuu
Uuuuuuuuun

[Hook]
I\'ve been having revelations
Repenting for my sins
In attempt to make amends 
Before the end begins
Lord knows that we\'re holy
But only god can win
Prophecy fulfilling slowly 
Before the end begins

音频质量提升

引人入胜的作曲需要同样令人信服的声音。Music 3.0 在音频质量上实现了大幅提升,产出的混音更加开阔、清晰、均衡,减少了拥堵感和浑浊感。

音频建模始于多层残差向量量化(RVQ)。第一层使用包含 16,384 个条目的码本,专门负责音乐的核心语义与结构。第 2 至第 8 层各使用包含 1,024 个条目的码本,逐层编码残差声学细节。训练时,我们首先独立训练初始层,使其尽可能全面地捕获核心信息;随后再联合训练全部八层。这种分层设计在语义容量、生成稳定性和细节重建之间取得平衡,同时减少了长序列生成中的误差累积。

然而,Music 3.0 的最终音频渲染超越了离散 token。在推理时,合成栈并不加载离散 tokenizer 的解码路径。相反,它将 8B Global LLM 和 0.6B Local LLM 最终层的连续隐藏状态融合,然后通过 flow matching 和 Flow-VAE 直接生成音频。与仅使用离散 token 相比,这些连续特征保留了更丰富的高维声学信息,提升了人声发音的准确性和乐器声音的物理连贯性。

2.4B 流匹配模块将融合后的语言模型特征映射到 VAE 潜空间。123M Flow-VAE 继承了 MiniMax Speech 架构,并针对音乐特有的动态范围和频谱分布进行了重新训练,以重建最终波形。这使得模型能够遵循更精确的乐器指令,并还原诸如滑音和连奏等真实演奏技法。乐器角色在编曲中更加分明,低频保留冲击力而不掩盖整体混音,即使在层次密集的制作中,精细的声音细节依然清晰可辨。

这些改进延伸至音乐表达的完整范畴:独奏乐器中的弦乐起音与运弓、鼓与贝斯的冲击力、密集电子编曲中的声源分离,以及人声周围的空间感。Music 3.0 将以上每一个元素都拉近到完整制作录音的聆听体验。

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歌词

演示

未来感旋律电子舞曲 / 前卫浩室。关于记忆与数字身份的沉思主歌逐渐推进至振奋人心、以副歌钩子驱动的段落,配以情感充沛的主唱、明亮的层叠合成器、脉动贝斯、清脆的四踩地鼓、微妙的故障纹理,以及宽广精致的音乐节混音。

[Verse 1]
Upload my heart to the cloud tonight
Save every spark of neon light
If this body starts to fade away
Let my code keep dancing in the data stream
Stay
[Chorus]
Cloud copy of me
Living on when these bones finally break free
Every joke, every scar
Every cheap memory we made
Save it, save it
Cloud copy of me
If the screen goes dark, I’m still in the machine
Every glitch, every dream
Every version you ever did see
Save it, save it
[Verse 2]
Tag every laugh in a secret folder
Archive the nights we outran the thunder
If the wiring turns to rust and gray
Hit restore… press replay
[Chorus]
Cloud copy of me
Living on when these bones finally break free
Every joke, every scar
Every cheap memory we made
Save it, save it
Cloud copy of me
If the screen goes dark, I’m still in the machine
Every glitch, every dream
Every version you ever did see
Save it, save it (oh)
[Bridge – new, optional but recommended]
Even the crashes, the late-night confessions
The parts of me I never learned to mention
Don’t let the silence swallow me whole
Keep a ghost in the glow…
So I never go
[Final Chorus – softer / layered]
Cloud copy of me
Still laughing somewhere in the binary
Every joke, every scar
Every moment you saved for me
Save it, save it
Cloud copy of me
When the lights go out, I’ll still be in the machine
Dancing in the code that you still believe
Save it…
Save me

轻快波萨诺瓦 / 巴西流行,88 BPM,降D大调。宁静而冥思,逐渐生长为沉稳自信,配以清澈亲密的女性女高音、松弛的乐句处理、轻柔上扬的钩子、柔和的吉他、钢琴、克制的贝斯,以及细腻的打击乐。

I breathe in peace, the simple joy of now I honor all the wisdom that the present allows My cup is full, I have everything I need right here Surrounded by soft connections, holding love so near I give and receive freely, a beautiful, steady flow I am seen, I am cherished, loved deeply as I go.

Now the ground is firm beneath my gentle feet A powerful knowing, perfectly complete. I listen close to the inner guidance I hold true.

I am steady light, unbothered by the noise outside I am confidence, where courage loves to reside I step forward now, with clear intent and heart ablaze I move mountains gently, in a thousand patient ways I succeed now, I achieve now, the outcome is clear and bright My inner strength is my constant guiding light.

My intuition speaks softly, a wisdom that guides my way The Universe unfolds beauty, every single day Everything arrives for me, in the perfect, knowing time I trust the flow of life, a rhythm so sublime My body is resilient, strong and full of grace My spirit is vibrant, illuminating every space.

Like a river flowing, perfectly on time Every drop is necessary, a beautiful design I release all worry, all the need to rush I am brave, I am persistent, and success is in my touch. My whole being is filled with strength, glowing, alive, and free.

I am steady light, unbothered by the noise outside I am confidence, where courage loves to reside I step forward now, with clear intent and heart ablaze I move mountains gently, in a thousand patient ways I succeed now, I achieve now, the outcome is clear and bright My inner strength is my constant guiding light.

"Strong and peaceful..." "Loved and thriving..." "The perfect time is always now..." "It is done, it is complete, it is well..."

温暖疗愈的中文流行抒情歌,情感深沉,带轻摇滚元素,中年成熟男女对唱,父母声线年龄约在50至70岁之间。母亲演唱温柔细腻的主唱部分,嗓音温暖成熟、柔和女性化,略带岁月痕迹的音色,睿智而温柔的语气;父亲提供低沉稳健的支持性和声,成熟浑厚的男声,略带沙哑的低音区。歌曲以钢琴和丰盈的弦乐开场,副歌部分随着鼓点和电吉他层次逐渐推进,结尾回归纯净的原声温柔收束。真挚动人的情感,不过度煽情,含蓄内敛的中式父母之爱,骄傲而温柔的无言鼓励,演唱中带有浓重的台湾口音。情感真挚、诚恳,以温暖的父母视角展开,层层推进至振奋人心的希望式结尾,尾声以轻柔低语的亲密呢喃收束,如同温柔呼唤归家的絮语。怀旧而充满力量的亲情之歌,声线成熟老练,没有年轻明亮的音色。

[Intro]
[Verse 1]
当她 在十岁以前
纯粹 天真的快乐
她总是 很多话
问个不停
[Verse 2]
在十 岁过了以后
就开 始有点忧愁
也变得话不多
不知道为什么

[Pre-Chorus]
她 终于 慢慢 长大
懵懂 的岁月 它 不停 歇

[Chorus 1]
她担心  这游戏
刚开始  玩不起
她担心  那游戏
刚开始  就结束
她担心  玩不起
这游戏  那游戏
这是梦 还是我
还是戏 ...
[Chorus]
她 要  努 力
也 要  放 松
她要 她 的 幸 福 ~
更要 她 的 快 乐 ~
快 ~ 乐
在三十岁  以 后
会 是  怎 样?
三十 而 立 呀
[Guitar Break]
[Bridge]
她担心  这游戏
刚开始  玩不起
她担心  那游戏
刚开始  就结束
她担心  玩不起
这游戏  那游戏
这是梦 还是我
还是戏 ...
[Chorus]
她 要  努 力
也 要  放 松
她要 她 的 幸 福 ~
更要 她 的 快 乐 ~
她 要  努 力
也 要  放 松
她要 她 的 幸 福 ~
更要 她 的 快 乐 ~
快 ~ 乐
在三十岁  以 后
会 是  怎 样?
三十 而 立 呀

[Outro]

更自然的歌声

人声往往是生成音乐中合成感最明显的部分。高频伪影、僵硬的乐句处理、发音不清以及不自然的换气,即使歌曲在其他方面已经打磨得相当精致,也会打破听众的情感连接。

Music 3.0 引入了一套全新的音频渲染系统,旨在呈现更自然、达到录音室水准的人声演绎。结构化描述(Structured Caption)以精细的细节刻画音色、演唱方式、气声和假声等技巧、和声编排,以及延迟和 Auto-Tune 等效果。由全局和局部语言模型融合而成的连续隐藏状态,将这些演绎信息带入流匹配(flow-matching)和 Flow-VAE 的生成过程中。这些机制共同作用,减少了生成人声中常见的高频数字伪影,同时提升了对旋律、发音、换气和分层和声的控制力。

人声能够更连贯地回应情绪与节奏的变化——从克制的主歌过渡到舒展的副歌,或从紧凑的节奏型演唱转向绵长开阔的旋律线条。和声围绕主唱更自然地展开,呼吸成为表演的一部分,而非叠加在周围的合成痕迹。

用户提示词

歌词

试听样曲

原声波萨诺瓦/民谣,88 BPM,升F大调。宁静、田园且俏皮,副歌轻快上扬,女高音甜美而带气息感,演唱松弛如说话般自然,指弹原声吉他、温暖贝斯、轻打击乐,以及柔和绵长的淡出结尾。

[Verse]
Blue sky whispers don\'t be late
Green grass stretches like a plate
The sun is winking through the trees
A day like this is made to tease

[Chorus]
Blue sky green grass sunny day
Let the world spin the other way
No need to run no need to stay
Just blue sky green grass sunny day

[Verse 2]
Birds are laughing high and wide
Clouds are playing seek and hide
I feel the breeze it tells a joke
The kind that lingers when it\'s spoke

[Chorus]
Blue sky green grass sunny day
Troubles fade like shadows play
Dance with time let it delay
Just blue sky green grass sunny day

[Bridge]
No map no plan no ticking clocks
Barefoot feet on skipping rocks
Catch the air hold it tight
This is ours this feels right

[Chorus]
Blue sky green grass sunny day
Let the worries float away
The world can wait come what may
Just blue sky green grass sunny day

欢快放克/当代R&B,带光泽感的新迪斯科锋芒。俏皮、夜色氛围的主歌滑入庆祝式的舞池副歌,主唱顺滑而富有灵魂感,贝斯弹性十足,节奏吉他切分灵动,键盘明亮,鼓点干脆,霓虹合成器点缀其间,整体是温暖开阔的俱乐部混音质感。

( intro )

(Verse 1)
Neon shadows on the avenue tonightTaxi horns and people passing in the lightThe rhythm of the street begins to playAnd every heartbeat’s dancing anyway

(Pre-Chorus)
Footsteps echo down the boulevardA thousand stories written in the dark

(Chorus)
Boogie in the city lights tonightFeel the rhythm glowing neon brightEvery heartbeat moving to the soundLost and free while the world spins aroundBoogie in the city lights so wildWhere every stranger dances like a childIn the glow where the midnight ignitesWe’re alive in the city lights

(Verse 2)
Windows shining like a million starsMusic drifting softly from the barsEvery corner hides a melodyAnd every dream feels closer to be free

(Pre-Chorus)
Streetlights flicker like a disco ballThe night is calling, hear the music call

(Chorus)
Boogie in the city lights tonightFeel the rhythm glowing neon brightEvery heartbeat moving to the soundLost and free while the world spins aroundBoogie in the city lights so wildWhere every stranger dances like a childIn the glow where the midnight ignitesWe’re alive in the city lights

(Bridge)
The skyline sways like a moving seaAnd the night keeps singing endlesslyFrom rooftop highs to subway beatsThe whole wide city’s dancing in the streets

(Final Chorus)
Boogie in the city lights tonightLet the darkness turn to shining lightEvery dream is burning in the airAnd the music’s everywhere we stareBoogie till the sunrise paints the skiesWhile the rhythm never says goodbyeIn the glow where our hearts uniteWe keep dancing in the city lights

( outro )

温暖流行摇滚/灵魂乐,88 BPM,降B大调。私密的反思层层推进为关于自我价值的振奋颂歌,由一位嗓音成熟、带丝绒般轻微沙哑的女中音领唱,模拟温暖的吉他、稳健鼓点、灵魂感键盘、令人安心的记忆点旋律,以及宽广的电影感副歌。

Your face is in the mail
You left it here 
Forgot all about it 
As you packed your gear 
I know you don’t
Want to hear this 
But 
I really don’t think 
You need it 

You look in the mirror 
You don’t like what you see 

You can’t leave home 
Without it 
You’re beautiful 
I’m telling you 
But 
You just don’t believe 
Me anyway

You look in the mirror 
You don’t like what you see 

You just think I’m saying it 
Because I’m your mum 
But really 
It’s a fact 
You don’t need that 
Make up 
Love 

You look in the mirror 
don’t like what you see

In that way
You’re just like me 
When I was so much younger
I didn’t like me either 
So I just looked away 
Couldn’t face a mirror 
without a frown
Hated my own features 
Couldn’t see a redeeming
Thing in there

I looked in the mirror 
I didn’t like what I saw 

So you’re just like your mother 
Just like any other 
Teenager out there 
It’s all the same nowadays 
Everybody wants to be 
Perfect 
Nobody feels they’re worth it 
Everybody needs to see that 
We can’t all be beauty models 

We all look in that mirror 
Nobody likes what they see

But

We are all beautiful 
On the inside 
Our hearts and souls 
Are what we need to show
That essence within 
Needs to be seen 
True beauty shines within…

从创作意图与歌曲结构,到局部声学细节与最终音频渲染,Music 3.0 将音乐生成从“产出听起来合理的音频”推进到“实现完整、连贯的创作愿景”。我们期待听到你的作品。

来源:MiniMax:Blog(网页)· minimax.io