https://nanless.github.io/audio-paper-digest-blog/tags/%E9%9F%B3%E4%B9%90%E7%94%9F%E6%88%90/ Recent content in 音乐生成 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-generative-first-neural-audio-autoencoder/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-generative-first-neural-audio-autoencoder/ 音乐生成 | 8.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aligning-language-models-for-lyric-to-melody/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-aligning-language-models-for-lyric-to-melody/ 音乐生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-anyaccomp-generalizable-accompaniment-generation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-anyaccomp-generalizable-accompaniment-generation/ 音乐生成 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-automatic-music-mixing-using-a-generative-model/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-automatic-music-mixing-using-a-generative-model/ 音乐生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-break-the-beat-controllable-midi-to-drum-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-break-the-beat-controllable-midi-to-drum-audio/ 音乐生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-compression-meets-sampling-lz78-spa-for-efficient/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-compression-meets-sampling-lz78-spa-for-efficient/ 音乐生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-d3pia-a-discrete-denoising-diffusion-model-for/ Wed, 29 Apr 2026 00:00:00 +0000 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https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hu-s-co-constructing-a-dual-feedback-apparatus/ 音乐生成 | 5.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-110/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-110/ 共 31 篇 ICASSP 2026 音乐生成 方向论文 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-interpretability-in-generative/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-improving-interpretability-in-generative/ 音频生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-instructaudio-unified-speech-and-music-generation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-instructaudio-unified-speech-and-music-generation/ 语音合成 | 7.5/10 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https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-melos-sentence-to-section-training-with-multi/ 音乐生成 | 6.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-motionbeat-motion-aligned-music-representation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-motionbeat-motion-aligned-music-representation/ 舞蹈生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mr-flowdpo-multi-reward-direct-preference/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mr-flowdpo-multi-reward-direct-preference/ 音乐生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-musetok-symbolic-music-tokenization-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-musetok-symbolic-music-tokenization-for/ 音乐生成 | 8.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pianoroll-event-a-novel-score-representation-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-pianoroll-event-a-novel-score-representation-for/ 音乐生成 | 6.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sing2song-an-accompaniment-generation-system/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-sing2song-an-accompaniment-generation-system/ 音乐生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stemphonic-all-at-once-flexible-multi-stem-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-stemphonic-all-at-once-flexible-multi-stem-music/ 音乐生成 | 7.7/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-symphony-rendering-midi-and-composer-conditioned/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-symphony-rendering-midi-and-composer-conditioned/ 音乐生成 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-symphonygen-3d-hierarchical-orchestral-generation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-symphonygen-3d-hierarchical-orchestral-generation/ 音乐生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-text2midi-inferalign-improving-symbolic-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-text2midi-inferalign-improving-symbolic-music/ 音乐生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-time-shifted-token-scheduling-for-symbolic-music/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-time-shifted-token-scheduling-for-symbolic-music/ 音乐生成 | 8.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-multi-view-hierarchical-video-to-piano/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-towards-multi-view-hierarchical-video-to-piano/ 音乐生成 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-via-score-to-performance-efficient-human/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-via-score-to-performance-efficient-human/ 音乐生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-virtual-consistency-for-audio-editing/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-virtual-consistency-for-audio-editing/ 音乐生成 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-visual-keys-to-symphonies-latent-diffusion-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-visual-keys-to-symphonies-latent-diffusion-for/ 音乐生成 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vitex-visual-texture-control-for-multi-track/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vitex-visual-texture-control-for-multi-track/ 音乐生成 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vmsp-video-to-music-generation-with-two-stage/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-vmsp-video-to-music-generation-with-two-stage/ 音乐生成 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-noise-lowers-the-loss-rethinking-likelihood/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-when-noise-lowers-the-loss-rethinking-likelihood/ 音乐生成 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-opening-the-design-space-two-years-of-performance/ Tue, 28 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-opening-the-design-space-two-years-of-performance/ 音乐生成 | 6.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-24-video-robin-autoregressive-diffusion-planning-for/ Fri, 24 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-24-video-robin-autoregressive-diffusion-planning-for/ 音乐生成 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-22-beat-tokenizing-and-generating-symbolic-music-by/ Wed, 22 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-22-beat-tokenizing-and-generating-symbolic-music-by/ 本文针对符号音乐生成中主流的事件序列（event-based）tokenization方法隐含处理时间规律、导致模型需额外学习时间网格的问题，提出了一种名为**BEAT**的新型网格化tokenization框架。其核心思想是将音乐在时间上均匀离散化为“拍”（beat）作为基本单位，将每拍内每个音高 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-a-novel-lstm-music-generator-based-on-the/ Tue, 21 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-a-novel-lstm-music-generator-based-on-the/ 本文提出了一种基于分数阶傅里叶变换（FrFT）和长短期记忆网络（LSTM）的新型AI音乐生成系统。**核心目标**是利用FrFT在分数阶域（时频平面的旋转表示）中提取比传统时域或频域更丰富的音乐信号特征，以解决传统LSTM在捕捉音乐复杂时频结构上的不足。**关键方法**是将输入音乐信号进行FrFT变 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-latent-fourier-transform/ Tue, 21 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-latent-fourier-transform/ 这篇论文旨在解决现有音乐生成模型难以对**任意时间尺度**上的音乐模式进行精确控制的问题。作者提出了**潜在傅里叶变换（LatentFT）** 框架，其核心是将离散傅里叶变换应用于由扩散自编码器编码得到的**潜在向量序列**，从而得到“潜在频谱”。通过在训练过程中对潜在频谱进行随机频率掩码，迫使解码 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-video-robin-autoregressive-diffusion-planning-for/ Tue, 21 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-video-robin-autoregressive-diffusion-planning-for/ 本文针对现有视频到音乐（V2M）生成模型缺乏对创作者风格、主题等细粒度意图控制的问题，提出了Video-Robin，一个结合文本提示的视频配乐框架。其核心方法是将生成过程解耦为两个阶段：首先，一个多模态自回归规划头（AR-Head）整合视频帧和文本提示，通过语义语言模型、有限标量量化（FSQ）和残差