Audio Generation

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9 papers in the last four weeks, up 80% on the four weeks before. 0.1% of all new papers.

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  1. WorldSonus: Bringing Sound to Worlds

    Oct 6, 2026Pengjun Fang, Jingyi Fa, Kam Man Wu +9Audio-Video GenerationAudio Diffusion Models

    The Hong Kong University of Science and Technology · Noiz AI · MetaX +1

  2. Empirical Variational Autoencoder

    Oct 5, 2026Kaede ShioharaVariational AutoencodersLatent Variable Models

    The University of Tokyo

  3. Smorph: Playable Sound Morphing with Diffusion Models

    Oct 5, 2026Annie Chu, Hugo Flores García, Johannes Imort +5Diffusion Model GuidanceAudio Editing

    Northwestern University, Evanston, IL, USA · Adobe Research, San Francisco, CA, USA · Wizdom Music, New York, NY, USA

  4. Relational Synthesis: Structure-Mediated Concatenative Synthesis for Foley and Retrieval-Augmented Audio Generation

    Oct 5, 2026Keren Shao, Ayaka Kawano, Shlomo DubnovSound Effects GenerationAudio Generation

    University of California San Diego, La Jolla, CA, USA

  5. AudioGAR: Bridging Reconstruction and Generation in Latent Audio Generative Models

    Oct 5, 2026Xianghong Fang, Geeyang Tay, Wentao Ma +2Neural Audio CodecsAudio Diffusion Models

    University of Toronto · Vijil

  6. Game Sound-Effect Completion with Event-Level Transformation Hints

    Sep 30, 2026Xinrui Jiang, Heng YuAudio EditingAudio Diffusion Models

    Department of Electrical Engineering Stanford University · Department of Computer Science Stanford University

  7. Audible World Models: Spatially Aware Sound Generation for 3D Worlds

    Sep 29, 2026Duowen Chen, Jinjin He, Gouthaman KV +2Sound Effects Generation3D Scene Generation

    Georgia Institute of Technology · Dolby Laboratories

  8. YuE2: Unifying Symbolic and Audio Music Generation at Frontier Quality

    Sep 27, 2026Ruibin Yuan, Jiahao Pan, Junyan Jiang +32Audio Representation LearningControllable Music Generation

    HKUST HKGAI M-A-P Tokenwave.AI New York University Stanford University MBZUAI ACE Studio

  9. Fast Time-Varying Exponentiated Convolution Methods for Generative Direction Dependent Reverberation

    Sep 21, 2026Yuancheng LuoSynthetic Data GenerationSpatial Audio

    NuSpace Audio, Cambridge, MA, USA

  10. Generating the Unheard: Phylogeny-Guided Latent Generation for Ancestral Sound Reconstruction

    Sep 14, 2026Tianyi Xu, Shrinaath Narasimhan, Evan Gorstein +3BioacousticsAudio Generation

    University of Wisconsin–Madison · 2Massachusetts Institute of Technology

  11. PhaseGAN: High-Fidelity Vocoder via Decoupled Amplitude and GAN-Driven Phase Reconstruction

    Sep 14, 2026Wenzheng Zhang, Xueliang Zhang, Shulin He +7Speech ProcessingAudio Generation

    College of Computer Science, Inner Mongolia University, China

  12. StepAudio 3 Gen Technical Report

    Sep 14, 2026Bin Lin, Bo Zhao, Boyang Wang +68TTS SynthesisZero-Shot TTS

  13. Learned Continuous Synthesis of Quadratic Difference Tone Spectra

    Sep 11, 2026Esteban Gutiérrez, Behzad Haki, Christopher Haworth +2Music GenerationAudio Generation

    Department of Information and Communications Technologies Universitat Pompeu Fabra · Independent Researcher Barcelona, Spain · Department of Music University of Birmingham +1

  14. Preference Optimization with LALM Feedback for Continuous Autoregressive Non-Verbal Vocalization Generation

    Sep 10, 2026Jingbin Hu, Qirui Zhan, Yuang Cao +7Direct Preference OptimizationControllable Speech Generation

    Shenzhen Pimei Technology Co., Ltd., Guangdong, China · Yutu Zhineng, Beijing, China · State Key Laboratory of Novel Software Technology, Nanjing University, Nanjing, China +1

  15. VoxAudio: Vocalized Audio Synthesis via Multi-Reward Autoregressive Flow Matching

    Aug 13, 2026Wenxiang Guo, Changhao Pan, Ziyue Jiang +2Text-to-Audio GenerationPreference Optimization

    Zhejiang University, Hangzhou, China

  16. MiDashengLM-Gen: Unified Audio Scene Generation via LLM-Driven Autoregressive Flow Matching

    Aug 12, 2026Xingwei Sun, Heinrich Dinkel, Gang Li +7Text-to-Audio GenerationAutoregressive Generation

    MiLM Plus, Xiaomi Inc., Beijing, China · X-LANCE Lab, Shanghai Jiao Tong University, Shanghai, China

  17. Monophonic Audio Synthesizer Using FPGAs

    Aug 10, 2026Michael Smith, D. G. PereraAudio Generation

    Department of Electrical and Computer Engineering, University of Colorado Colorado Springs, Colorado Springs, Colorado, USA

  18. SonicWeave: Chunk-Routed Mixture-of-Experts for Unified Audio Scene Generation

    Aug 10, 2026Yunrui Cai, Xu Li, Yucheng Zhou +8Text-to-Audio GenerationMixture-of-Experts Models

    Kling Team, Kuaishou Technology · The Chinese University of Hong Kong · Shenzhen International Graduate School, Tsinghua University

  19. RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction

    Aug 10, 2026Ambuj Mehrish, Sebastiano VasconNeural DecodingMusic Generation

    CVML Lab · Ca’ Foscari University of Venice

  20. VIOLET: High-Fidelity Violin Synthesis with Techniques and Dynamics

    Aug 8, 2026Baotong Tian, Cynthia Lu, Vincent K. M. Cheung +3Controllable Music GenerationAudio Generation

    University of Rochester, USA · Sony Computer Science Laboratories, Tokyo, Japan · National Taiwan University, Taiwan +1

  21. SemBridge: Semantic Token Anchoring for Continuous-Latent Autoregressive Speech Generation

    Aug 7, 2026Hanke Xie, Haopeng Lin, Jiale Qian +13Zero-Shot TTSAutoregressive Generation

    Soul AI Lab, China

  22. MMAG: A Multi-Control Mixed Audio Generation Benchmark

    Aug 7, 2026Zihao Zheng, Xuenan Xu, Jiahao Mei +5Speech Generation EvaluationAudio Generation

    MoE Key Lab of Artificial Intelligence, X-LANCE Lab, Shanghai Jiao Tong University, China · Shanghai AI Lab, China

  23. AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities

    Aug 4, 2026Sandy Abdo, Bill Kapralos, Priyamvada Tripathi +2Text-to-Audio GenerationSound Effects Generation

    Ontario Tech University, Oshawa, ON, Canada · Durham College, Oshawa, ON, Canada · Carleton University, Ottawa, ON, Canada

  24. CLASVS: Continuous-Latent Autoregression for Melody-Preserving Lyric Editing in Singing Voice Synthesis

    Aug 4, 2026Yizhong Geng, Tian-Hao Zhang, Chunfeng Wang +7Singing Voice SynthesisAudio Editing

    Beijing University of Posts and Telecommunications, Beijing, China · Li Auto Inc., Beijing, China · Tsinghua University, Beijing, China

  25. SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks

    Aug 3, 2026Yu Zhang, Ruiqi Li, Changhao Pan +3Text-to-Audio GenerationTTS Synthesis

    1ByteDance · 2Zhejiang University

  26. Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry

    Aug 3, 2026Seunghyun Kim, Junghyun Kim, Jiyoung WooAudio Deepfake DetectionDeep Ensembles

    Soonchunhyang University, Department of AI and Big Data Engineering, Asan, Republic of Korea

  27. Scene2Sound: Auditory-Grounded Soundscape Generation for 3D Gaussian Worlds

    Aug 1, 2026Masaki Yoshida, Ren Togo, Takahiro Ogawa +1Spatial AudioAudio Generation

    Hokkaido University

  28. Stable Autoregressive Speech Generation with Low-Frame-Rate High-Dimensional Continuous Tokens

    Jul 31, 2026Yi Luo, Rongzhi Gu, Jixun YaoFlow MatchingAudio Representation Learning

    ByteDance Seed · Work done during an internship at ByteDance Seed.

  29. VocalRender: Score-Native Singing Voice Synthesis for Real-World Composition

    Jul 30, 2026Yukun Chen, Tianrui Wang, Zhaoxi Mu +2Singing Voice SynthesisAudio Diffusion Models

    Xi’an Jiaotong University · Nanyang Technological University · Ant Group +1

  30. SoundscapeAgent: Agentic Soundscape Construction for Controllable Synthesis and Scalable Audio-Language Supervision

    Jul 23, 2026Hao Zhang, Yiwen Zhao, Yixuan Zhang +2Tool-Augmented Language Model AgentsAudio Generation

    Wuhan University, Wuhan, China · Tencent Hunyuan, Bellevue, WA, USA