MiniMax Music 3.0：开放权重生产级音乐生成模型

今天，我们正式推出新一代音乐生成模型 MiniMax Music 3.0。只需提供一个创意想法和可选的歌词，模型即可在一次生成中完成作曲、编曲、演唱与制作，创作出一首完整的歌曲。

Music 3.0 专注于音乐创作中最难以被简单提示词概括的部分：真正理解创作者的表达意图，在最长 5 分钟的完整歌曲中持续贯彻这一意图，以清晰且富有真实质感的方式呈现乐器，并让生成的人声更像真实演唱，而不是机器合成。

为此，我们从音乐描述、语言模型到声音渲染重新设计了整条生成链路：用细粒度时序描述呈现情绪、配器与演唱的发展，以全局—局部协作的 Hybrid-LM 兼顾长程结构和声学细节，再通过多层 RVQ、Hidden States 融合与 Flow-Matching/Flow-VAE 提升最终声音的保真度。由此带来三项核心升级：更准确地理解创作意图、更完整且富于变化的编曲，以及更清晰、更自然的声音表现。

Music 3.0 由三个相互衔接的核心组件组成：Tokenizer、Hybrid-LM 与 Synthesis。它们分别解决音乐信息如何被表示、长程结构与局部细节如何被建模，以及声音如何被高保真还原。全部工作流如图：

MiniMax Music 3.0 technical architecture

八层 RVQ 将音乐信息分级表达：第一层聚焦核心语义和结构，后七层逐步补足声学残差。分阶段训练让第一层先建立稳定的信息骨架，再由完整码本共同学习精细声音。这一设计既为长序列预测提供更稳定的离散表示，也避免让单层 token 同时承担过多结构与音质信息。

Hybrid-LM：全局结构与局部声学协同建模

8B Global LLM 基于 Qwen3.5-8B 初始化，负责语义 token 的逐帧预测和全局上下文；随机初始化的 0.6B Local LLM 则负责帧内声学 token 的深度轴预测。训练分为全局对齐和联合训练两个阶段：先建立 Global LLM 对音乐语义的预测能力，再对全局与局部模型进行全参数联合训练。通过分层协作，模型能够同时处理完整歌曲的结构稳定性和每一帧中的声学细节。

Hidden State Fusion：从离散预测走向连续声音渲染

传统方案通常将离散声学 token 直接送入解码器。Music 3.0 则融合 Global LLM 与 Local LLM 的连续 Hidden States，并将其作为 2.4B Flow-Matching 模块的条件输入，随后由 123M Flow-VAE 完成音频解码。完整链路为：

LLM 融合特征 → Flow-Matching → VAE Hidden States → Flow-VAE Decoder → 最终音频

这一设计让语言模型负责的结构理解与声学模型负责的声音还原通过连续表征直接连接，在保持长程一致性的同时，进一步提升发音准确性、乐器连贯性以及细节保真度。

Classic Shanghai jazz / soul with gentle lo-fi warmth. Tender, nostalgic verses unfold into a softly radiant chorus, led by an intimate female vocal with restrained phrasing, supported by mellow piano, upright bass, brushed drums, warm brass accents, and a vintage room-like mix.

[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。

Futuristic melodic EDM / progressive house. Reflective verses about memory and digital identity build into an uplifting, hook-driven chorus, with an emotive lead vocal, bright layered synths, pulsing bass, crisp four-on-the-floor drums, subtle glitch textures, and a wide polished festival mix.

[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

Progressive house / EDM, 126 BPM, B-flat major. Reflective and nostalgic verses rise into a cathartic, euphoric chorus, with a smooth breathy male tenor, pulsing side-chained synths, punchy club bass, crisp drums, and wide hall reverb.

[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

Bright power pop / pop rock, 112 BPM, E-flat major. Nostalgic, bittersweet verses burst into cathartic choruses, led by a clear female mezzo-soprano with soaring octave hooks, punchy drums, wide layered guitars, subtle synths, and a polished modern mix.

(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.

AI 生成的音乐可能听起来像一首完整的歌，却依然会偏离最初的创作要求：指定的乐器可能逐渐消失在编曲中，预设的情绪可能随着歌曲发展而减弱，人声风格也可能只在某个段落得到体现，却无法贯穿整首作品。

Music 3.0 升级了音乐描述方式：不再只用一个覆盖全曲的全局标签概括作品，而是通过 Structured Caption 对音乐进行细粒度的时序描述。它既描述曲风、BPM、拍号、调性、应用场景和制作质感，也刻画情绪如何起伏、主辅乐器何时进入或退出、律动与低频如何发展，以及演唱方式、和声和人声效果如何随段落变化。

这些描述把抽象的听感转化为可被模型学习和执行的专业编曲框架，使模型能够更准确地将创作语言转化为具体的音乐表达，并在歌曲发展的过程中维持一致的音乐身份，同时保留必要的动态变化。

为了降低专业创作的门槛，我们还构建了基于模板的 Prompt Enhancement System。它从专业 Structured Caption 模板库中选择合适的表达，参考音乐术语与编曲规则，将用户的一句简单描述扩展成音乐逻辑完整、细节丰富的结构化指令。因此，即使不掌握专业术语，创作者也能更精确地控制结果——无论是一场亲密、克制的不插电演出，一首由滚动踩镲与深沉 808 低音驱动的午夜 R&B，还是一段从内敛逐步发展至宏大规模的影视纯音乐。

Warm Mandarin pop / traditional Chinese ballad, 74 BPM, A-flat major. Tender nostalgia opens into a celebratory chorus, with a mature male baritone-tenor, delicate guzheng, soft strings, gentle acoustic textures, expressive vibrato, and a natural live-room sound.

[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

Anthemic stadium pop rock, 132 BPM, E major. Airy, buoyant verses build into an adrenaline-filled chorus, with a powerful female mezzo-soprano, soaring octave hooks, driving drums, wide guitars, shimmering ambience, and a brief weightless bridge.

[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

Baroque pop / emo rock, 162 BPM, E-flat minor. A stately, mournful opening drives toward a regal wall-of-sound finale, with a gritty theatrical male baritenor, orchestral strings, harpsichord, distorted guitars, aggressive drums, and a defiant breakdown.

巴洛克流行 / 情感摇滚，162 BPM，降 E 小调。庄严而哀伤的序奏引向恢弘的音墙尾声，粗粝感的戏剧性男中音、 orchestral 弦乐、大键琴、失真吉他、猛烈鼓点与不屈的 breakdown 相交织。

[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

长歌曲生成的难点不只是"生成得更久"，而是让段落之间存在合理的发展：情绪需要铺陈和释放，乐器需要适时进入、叠加与退场，主歌、副歌、桥段和间奏也需要服务于同一个整体方向。

Music 3.0 通过两个层面解决这一问题。首先，歌词中的 [intro]、[verse]、[pre-chorus]、[chorus]、[bridge]、[instrumental]、[solo] 和 [outro] 等段落标签，为歌曲提供宏观结构。其次，Structured Caption 进一步描述各个时间阶段的情绪发展、配器变化、人声演绎、律动基础、装饰音色与空间效果，让"哪里发生什么变化"成为明确的生成条件。

在模型侧，Music 3.0 使用全局—局部协作的 Hybrid-LM。8B Global LLM 逐帧预测承载核心语义和结构的 token，负责把握全曲上下文；0.6B Local LLM 则在每一帧内部沿深度轴预测声学 token，补充局部声音细节。这样的分工让模型既能维持最长 5 分钟歌曲的时间稳定性，也能在局部段落中保留丰富变化。

Uplifting progressive house / EDM, 126 BPM, A-flat major. Focused inspiration grows into a euphoric climax, with a warm slightly gravelly male tenor, soaring pentatonic hooks, punchy club drums, controlled bass, bright synths, and a polished panoramic mix.

(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.

Upbeat funk / nu-disco, 112 BPM, E-flat major. Confident, strutting and celebratory, with a smooth soulful male tenor, playful staccato phrasing, falsetto flips, snappy drums, elastic bass, rhythmic guitar, glossy keys, and a wide dance-floor mix.

[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

Dark E-punk hip-hop / industrial rap, 108 BPM, B-flat minor. Ominous sermon-like tension turns into club-ready catharsis, with a gravelly male tenor blending aggressive rap, punk shouting and haunting chants over distorted electronics, hard drums, and saturated bass.

[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

令人信服的作曲，也需要令人信服的声音。Music 3.0 在音质方面实现了显著提升，让混音更加开阔、清晰和平衡，减少拥挤和浑浊感。

声音建模从多层残差向量量化（Residual Vector Quantization，RVQ）开始。第一层使用大小为 16,384 的码本，集中表示音乐的核心语义与结构；第 2–8 层分别使用大小为 1,024 的码本，逐层补充残余的声学细节。训练时，我们先单独训练第一层，使其尽可能充分地学习核心信息，再联合训练全部八层。分层建模在语义信息容量、生成稳定性与细节还原之间取得平衡，同时降低长序列生成中的累计误差。

但 Music 3.0 的最终声音渲染并不止于离散 token。推理时，Synthesis 模块不需要加载离散 Tokenizer 的解码结构，而是融合 8B Global LLM 与 0.6B Local LLM 最后若干层的连续 Hidden States，再通过 Flow-Matching 和 Flow-VAE 直接生成音频。相比只使用离散 token，连续特征保留了更丰富的高维声学信息，有助于提高人声发音准确性与乐器声音的物理连贯性。

其中，2.4B Flow-Matching 模块负责将融合后的语言模型特征映射至 VAE 隐空间；123M Flow-VAE 则继承 MiniMax Speech 的架构，并针对音乐的动态范围和频谱分布重新训练，最终还原完整音频。模型因此能够响应更具体的乐器指令，并表现滑音、连奏等真实演奏技法。不同乐器在编曲中的角色更加清楚，低频在保持力量感的同时不会淹没整体，即使面对层次丰富的制作，也能呈现更清晰的声音细节。

这些提升覆盖了音乐表达的各个层面：独奏乐器的触弦与运弓，鼓组和贝斯的冲击力，密集电子编曲中的声部分离度，以及人声周围的空间感。Music 3.0 让这些元素进一步接近完整录音作品的聆听体验。

Futuristic melodic EDM / progressive house. Reflective verses about memory and digital identity build into an uplifting, hook-driven chorus, with an emotive lead vocal, bright layered synths, pulsing bass, crisp four-on-the-floor drums, subtle glitch textures, and a wide polished festival mix.

[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

Light bossa nova / Brazilian pop, 88 BPM, D-flat major. Serene and meditative, gradually growing into quiet confidence, with a clear intimate female soprano, relaxed phrasing, gentle rising hooks, soft guitar, piano, restrained bass, and delicate percussion.

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.

我是稳定的光，不为外界的喧嚣所扰。我是自信，勇气在此栖身。我此刻迈步向前，心意清明，胸怀烈焰。我以千般耐心，温柔地移山。我此刻成功，我此刻达成，结果清晰而明亮。我的内在力量是我永恒的指引。

我的直觉轻声诉说，指引我前行的智慧。宇宙每日绽放美丽，万物在完美知晓的时刻为我而来。我信任生命的流动，那如此美妙的韵律。我的身体有韧性，强健而优雅。我的灵魂充满活力，照亮每一处空间。

如同河流，按时流淌。每一滴都不可或缺，美好的设计。我释放所有忧虑，所有急迫的需要。我勇敢，我坚持，成功尽在掌握。我的整个存在充满力量，发光、鲜活而自由。

我是稳定的光，不为外界的喧嚣所扰。我是自信，勇气在此栖身。我此刻迈步向前，心意清明，胸怀烈焰。我以千般耐心，温柔地移山。我此刻成功，我此刻达成，结果清晰而明亮。我的内在力量是我永恒的指引。

"坚强而平静……" "被爱且蓬勃……" "完美的时刻永远是现在……" "完成了，完整了，一切都好了……"

温暖的治愈系中文华语流行抒情民谣，深沉情感配以轻摇滚元素，中年成熟男女对唱，成熟父母嗓音约50至70岁，妈妈演唱温柔亲切的主歌部分，温暖成熟柔和的女声，略带岁月质感的音色，智慧而温柔的语气，爸爸提供低沉稳定的和声支撑，丰富的成熟男声，略带回沙哑的低音域，开场以钢琴和 lush 弦乐引入，副歌逐渐叠加鼓和电吉他层次，结尾淡出回归纯净原声轻柔收尾，真挚情感不矫揉造作，含蓄克制的中国式父母之爱，自豪而温柔的无言鼓励，台湾口音，情感真挚，温暖的父母视角，逐步走向振奋希望结尾，轻声低语私密尾声如轻柔呼唤归家的低语，怀旧而赋有力量的亲情赞歌，成熟历练的嗓音，不用青春明亮的音色

[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]

人声往往是生成音乐最容易暴露机器感的部分。高频伪影、僵硬的乐句、不清晰的发音和不自然的换气，即使出现在一首整体完成度较高的歌曲中，也会打断听众与作品之间的情感连接。

Music 3.0 引入全新的声音渲染系统，旨在带来更加自然、更接近录音室品质的演唱表现。Structured Caption 对音色、唱法、气声与假声等技巧、和声编排以及 Delay、Autotune 等人声效果进行细致描述；融合自全局与局部语言模型的连续 Hidden States，则将这些演唱信息带入 Flow-Matching 与 Flow-VAE 的音频生成过程。两者结合，减少了生成式人声中常见的高频"数字噪声"，同时提升了对旋律、发音、呼吸和多层和声的控制能力。

人声能够更加连贯地响应歌曲在情绪和节奏上的变化：从克制的主歌走向开阔的副歌，从精确的节奏型演唱过渡到持续舒展的旋律线。和声可以更自然地围绕主唱展开，呼吸也成为演唱表达的一部分，而不是附着在人声周围的合成痕迹。

Acoustic bossa nova / folk, 88 BPM, F-sharp major. Serene, pastoral and playful, with buoyant choruses, a breathy honeyed female soprano, relaxed speech-song phrasing, fingerpicked acoustic guitar, warm bass, light percussion, and a soft lingering fade.

[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

Upbeat funk / contemporary R&B with a glossy nu-disco edge. Playful, nocturnal verses glide into a celebratory dance-floor chorus, with a smooth soulful lead vocal, elastic bass, syncopated rhythm guitar, bright keys, crisp drums, neon synth accents, and a warm spacious club mix.

( 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 )

Warm pop rock / soul, 88 BPM, B-flat major. Intimate refle