Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:16:19.338517Z
Paper Citation Record · LEDGER
ACE-Step: A Step Towards Music Generation Foundation Model
As of 18 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 38 inbound Pith citation observations for arXiv:2506.00045.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:28:26.284368Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T21:48:59.860115Z
Reference resolution
64 of 64 outbound references displayed
- verified exact0
- verified fuzzy31
- unresolved33
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a3000579-c655-4ccd-8eeb-6ad66dab2aef · outbound
This paper cites Yue: Scaling open foundation models for long-form music generation, 2025.
ACE-Step: A Step Towards Music Generation Foundation Model Yue: Scaling open foundation models for long-form music generation, 2025
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:25.668650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4255b198-fae2-4325-a752-c7ad77d29d30 · outbound
This paper cites Songgen: A single stage auto-regressive transformer for text-to-song generation, 2025.
ACE-Step: A Step Towards Music Generation Foundation Model Songgen: A single stage auto-regressive transformer for text-to-song generation, 2025
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:25.446330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d98a8a89-41db-4cec-936a-a6fd0dab535f · outbound
This paper cites DiffRhythm: Blazingly Fast and Embarrassingly Simple End-to-End Full-Length Song Generation with Latent Diffusion.
ACE-Step: A Step Towards Music Generation Foundation Model DiffRhythm: Blazingly Fast and Embarrassingly Simple End-to-End Full-Length Song Generation with Latent Diffusion
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:12.977552Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6a86041-e35e-4705-83e3-54706ec5eb98 · outbound
This paper cites Sana: Efficient high-resolution image synthesis with linear diffusion transformer, 2024.
ACE-Step: A Step Towards Music Generation Foundation Model Sana: Efficient high-resolution image synthesis with linear diffusion transformer, 2024
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:13.077727Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 433aee22-c312-42d5-86a4-7cf845f2b03f · outbound
This paper cites Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models.
ACE-Step: A Step Towards Music Generation Foundation Model Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:13.142079Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2589ed82-51ac-4461-8b3c-f03ef7a4ae49 · outbound
This paper cites Mert: Acoustic music understanding model with large-scale self-supervised training, 2023.
ACE-Step: A Step Towards Music Generation Foundation Model Mert: Acoustic music understanding model with large-scale self-supervised training, 2023
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:25.180698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3c5ea20a-81e4-40f1-a753-405ba1c4e262 · outbound
This paper cites mhubert-147: A compact multilingual hubert model.
ACE-Step: A Step Towards Music Generation Foundation Model mhubert-147: A compact multilingual hubert model
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:24.971652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cf59c7bb-f0ad-4a2a-9c97-9ebdb1aecd2e · outbound
This paper cites Representation alignment for generation: Training diffusion transformers is easier than you think.
ACE-Step: A Step Towards Music Generation Foundation Model Representation alignment for generation: Training diffusion transformers is easier than you think
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:13.472359Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3aa12378-f07a-4b68-b16b-689f0133f0bd · outbound
This paper cites High-resolution image synthesis with latent diffusion models, 2021.
ACE-Step: A Step Towards Music Generation Foundation Model High-resolution image synthesis with latent diffusion models, 2021
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:13.580729Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a665c522-449b-4a78-9fe9-ab3b64547272 · outbound
This paper cites an unresolved cited work.
ACE-Step: A Step Towards Music Generation Foundation Model Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:13.698954Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2528ee31-d1c1-4366-b2e2-c0c7be8d4db0 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
ACE-Step: A Step Towards Music Generation Foundation Model LLaMA: Open and Efficient Foundation Language Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:13.846965Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dbff2c0-301d-4a87-acd6-9b7f09410249 · outbound
This paper cites Qwen Technical Report.
ACE-Step: A Step Towards Music Generation Foundation Model Qwen Technical Report
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:13.964802Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d73db496-44ac-42ad-88d2-2a32b812dc3d · outbound
This paper cites Deepseek-v3 technical report, 2024.
ACE-Step: A Step Towards Music Generation Foundation Model Deepseek-v3 technical report, 2024
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:14.113728Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54a29bf8-ac64-44fc-87d2-774e64440123 · outbound
This paper cites Improving Image Generation with Better Captions.
ACE-Step: A Step Towards Music Generation Foundation Model Improving Image Generation with Better Captions
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:24.769749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3db75307-76be-43f4-be64-410f63a112bc · outbound
This paper cites an unresolved cited work.
ACE-Step: A Step Towards Music Generation Foundation Model Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:14.370744Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 032a81a8-48ef-4875-acc7-b16e737b0078 · outbound
This paper cites Imagen 3.
ACE-Step: A Step Towards Music Generation Foundation Model Imagen 3
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:24.542576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b3d4face-d1e9-4fe9-8575-ff0f68040a27 · outbound
This paper cites Video generation models as world simulators.
ACE-Step: A Step Towards Music Generation Foundation Model Video generation models as world simulators
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:24.306066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 36bfe483-0532-4eb5-a634-1a25ad3b1c5c · outbound
This paper cites Kling AI Video Generation Large Model.
ACE-Step: A Step Towards Music Generation Foundation Model Kling AI Video Generation Large Model
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:24.129381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0eeb16a1-3e25-4afd-939d-d8ab09c85dcc · outbound
This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.
ACE-Step: A Step Towards Music Generation Foundation Model Wan: Open and Advanced Large-Scale Video Generative Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:14.901360Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1ab91cc-a288-4e78-94fd-1b9f9c61077f · outbound
This paper cites Jukebox: A Generative Model for Music.
ACE-Step: A Step Towards Music Generation Foundation Model Jukebox: A Generative Model for Music
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:15.015975Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb8fcf73-5fa6-4dad-94bf-0430639983ac · outbound
This paper cites Simple and controllable music generation, 2024.
ACE-Step: A Step Towards Music Generation Foundation Model Simple and controllable music generation, 2024
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:23.969399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cefd8126-934c-499e-86dd-8758f887d83b · outbound
This paper cites AudioLDM: Text-to-audio generation with latent diffusion models.
ACE-Step: A Step Towards Music Generation Foundation Model AudioLDM: Text-to-audio generation with latent diffusion models
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:15.277712Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c80b67f-2374-4816-a3e5-48bee299dd49 · outbound
This paper cites Plumbley.
ACE-Step: A Step Towards Music Generation Foundation Model Plumbley
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:23.735523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation be19aa28-23b5-4c92-b8ac-b9afdf88f0ea · outbound
This paper cites Suno: Ai music generation platform.
ACE-Step: A Step Towards Music Generation Foundation Model Suno: Ai music generation platform
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:23.529406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 77fd87bf-e74c-457d-b26c-12c7b13daf85 · outbound
This paper cites Udio: Ai music creation platform.
ACE-Step: A Step Towards Music Generation Foundation Model Udio: Ai music creation platform
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:23.260573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation da6d2e8c-483f-4fd1-86da-7988f2c1a9f4 · outbound
This paper cites Riffusion: Stable diffusion for real-time music generation.
ACE-Step: A Step Towards Music Generation Foundation Model Riffusion: Stable diffusion for real-time music generation
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:23.004960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 502e9e4b-5afd-432d-8ca9-7055c521d108 · outbound
This paper cites Parker, CJ Carr, Zack Zukowski, Josiah Taylor, and Jordi Pons.
ACE-Step: A Step Towards Music Generation Foundation Model Parker, CJ Carr, Zack Zukowski, Josiah Taylor, and Jordi Pons
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:15.788346Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41b8446b-b645-45db-b479-d1ca6c03f281 · outbound
This paper cites Fast text-to-audio generation with adversarial post-training, 2025.
ACE-Step: A Step Towards Music Generation Foundation Model Fast text-to-audio generation with adversarial post-training, 2025
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:22.787291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5b8c6a90-b403-45be-91b9-c5ad4371ff17 · outbound
This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.
ACE-Step: A Step Towards Music Generation Foundation Model Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:15.893630Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67bd7ed7-129c-4f63-a0c9-86e7737876e3 · outbound
This paper cites Efficientvit: Multi-scale linear attention for high-resolution dense prediction, 2024.
ACE-Step: A Step Towards Music Generation Foundation Model Efficientvit: Multi-scale linear attention for high-resolution dense prediction, 2024
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:22.589340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6d5f9850-9028-4703-a449-c41822ad9d5a · outbound
This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.
ACE-Step: A Step Towards Music Generation Foundation Model Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:16.081109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63d68aac-c2fc-4035-8987-286191a8ca6c · outbound
This paper cites Adding conditional control to text-to-image diffusion models, 2023.
ACE-Step: A Step Towards Music Generation Foundation Model Adding conditional control to text-to-image diffusion models, 2023
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:16.172758Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9368db9-aa8b-432d-9efc-e8f9e1fadb3a · outbound
This paper cites Statistical parametric speech synthesis, 2007.
ACE-Step: A Step Towards Music Generation Foundation Model Statistical parametric speech synthesis, 2007
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:22.444048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 587953c3-962d-4b96-8ae5-507bfbef7791 · outbound
This paper cites MegaTTS 3: Sparse Alignment Enhanced Latent Diffusion Transformer for Zero-Shot Speech Synthesis.
ACE-Step: A Step Towards Music Generation Foundation Model MegaTTS 3: Sparse Alignment Enhanced Latent Diffusion Transformer for Zero-Shot Speech Synthesis
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:16.366580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2543d06-48ff-44c9-b707-fe77133774a3 · outbound
This paper cites Neural discrete representation learning, 2018.
ACE-Step: A Step Towards Music Generation Foundation Model Neural discrete representation learning, 2018
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:16.460073Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dd4fbcc-2fb6-41c2-ae42-37249840015a · outbound
This paper cites Denk, Zalán Borsos, Jesse Engel, Mauro Verzetti, Antoine Caillon, Qingqing Huang, Aren Jansen, Adam Roberts, Marco Tagliasacchi, Matt Sharifi, Neil Zeghidour, and Christian Frank.
ACE-Step: A Step Towards Music Generation Foundation Model Denk, Zalán Borsos, Jesse Engel, Mauro Verzetti, Antoine Caillon, Qingqing Huang, Aren Jansen, Adam Roberts, Marco Tagliasacchi, Matt Sharifi, Neil Zeghidour, and Christian Frank
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:22.263871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6e5baced-7c4b-4e37-96f8-8f2d22c21b12 · outbound
This paper cites High fidelity neural audio compression, 2022.
ACE-Step: A Step Towards Music Generation Foundation Model High fidelity neural audio compression, 2022
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:22.059052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b38abdfa-eddb-436a-96b3-1811361198a5 · outbound
This paper cites Large- scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation.
ACE-Step: A Step Towards Music Generation Foundation Model Large- scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:21.790631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a5bbe826-79cd-46da-9e6c-766a694cd5b4 · outbound
This paper cites an unresolved cited work.
ACE-Step: A Step Towards Music Generation Foundation Model Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:16.842940Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a48cfb5-87c1-4360-94a0-4a48302fc962 · outbound
This paper cites an unresolved cited work.
ACE-Step: A Step Towards Music Generation Foundation Model Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:16.936678Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55040861-a98a-43d6-87d5-39e4c0d1eed6 · outbound
This paper cites Scalable diffusion models with transformers, 2023.
ACE-Step: A Step Towards Music Generation Foundation Model Scalable diffusion models with transformers, 2023
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:17.004006Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40dc43ad-6a7c-4351-b11e-9b8bd383284b · outbound
This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.
ACE-Step: A Step Towards Music Generation Foundation Model Gomez, Lukasz Kaiser, and Illia Polosukhin
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:17.092132Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2465be3-9e95-4ce1-8488-3cc5f589b692 · outbound
This paper cites U-net: Convolutional networks for biomedical image segmentation, 2015.
ACE-Step: A Step Towards Music Generation Foundation Model U-net: Convolutional networks for biomedical image segmentation, 2015
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:17.167427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b2dcfad-8129-4fce-96a4-18d49de674f5 · outbound
This paper cites Meta audiobox aesthetics: Unified automatic quality assessment for speech, music, and sound.
ACE-Step: A Step Towards Music Generation Foundation Model Meta audiobox aesthetics: Unified automatic quality assessment for speech, music, and sound
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:17.253728Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62638e80-0a3d-4f37-8f4c-bc087b8beeee · outbound
This paper cites Qwen2.5-Omni Technical Report.
ACE-Step: A Step Towards Music Generation Foundation Model Qwen2.5-Omni Technical Report
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:17.352668Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a724f43c-4e91-4834-95d8-45eda269d2b9 · outbound
This paper cites Robust speech recognition via large-scale weak supervision, 2022.
ACE-Step: A Step Towards Music Generation Foundation Model Robust speech recognition via large-scale weak supervision, 2022
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:17.424130Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfc12106-f8f9-4142-96a3-2b41058488de · outbound
This paper cites ekzhu/datasketch: v1.6.5, May 2024.
ACE-Step: A Step Towards Music Generation Foundation Model ekzhu/datasketch: v1.6.5, May 2024
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:21.578319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 35c29adf-ab98-49a5-b5b2-aa40a98aee3c · outbound
This paper cites Byt5 model for massively multilingual grapheme-to-phoneme conversion.
ACE-Step: A Step Towards Music Generation Foundation Model Byt5 model for massively multilingual grapheme-to-phoneme conversion
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:21.373421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b98c5d1f-f36e-4a92-99c6-a50be36cd851 · outbound
This paper cites All-in-one metrical and functional structure analysis with neighborhood attentions on demixed audio.
ACE-Step: A Step Towards Music Generation Foundation Model All-in-one metrical and functional structure analysis with neighborhood attentions on demixed audio
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:21.189976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 68373a3d-a027-485c-9967-8950194a1811 · outbound
This paper cites Beat this! accurate beat tracking without DBN postpro- cessing.
ACE-Step: A Step Towards Music Generation Foundation Model Beat this! accurate beat tracking without DBN postpro- cessing
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:20.948160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cbdea552-a5c0-4afe-81ec-8c671937469c · outbound
This paper cites Essentia: An audio analysis library for music information retrieval.
ACE-Step: A Step Towards Music Generation Foundation Model Essentia: An audio analysis library for music information retrieval
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:20.776114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 711bf726-379a-44c7-a7b0-2038a34f9ceb · outbound
This paper cites Xtts: a massively multilingual zero-shot text-to-speech model, 2024.
ACE-Step: A Step Towards Music Generation Foundation Model Xtts: a massively multilingual zero-shot text-to-speech model, 2024
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:20.580518Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 876fc305-bd3e-4431-9b59-e4b551bf33c4 · outbound
This paper cites Fish-speech: Leveraging large language models for advanced multilingual text-to-speech synthesis, 2024.
ACE-Step: A Step Towards Music Generation Foundation Model Fish-speech: Leveraging large language models for advanced multilingual text-to-speech synthesis, 2024
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:20.426135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e626520f-3c7f-4b8d-88fa-fefb94a03737 · outbound
This paper cites Pixart-α: Fast training of diffusion transformer for photorealistic text-to-image synthesis, 2023.
ACE-Step: A Step Towards Music Generation Foundation Model Pixart-α: Fast training of diffusion transformer for photorealistic text-to-image synthesis, 2023
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:18.231538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9879f042-94ca-47cf-899d-307e3e426a08 · outbound
This paper cites Unimax: Fairer and more effective language sampling for large-scale multilingual pretraining, 2023.
ACE-Step: A Step Towards Music Generation Foundation Model Unimax: Fairer and more effective language sampling for large-scale multilingual pretraining, 2023
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:20.277393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3f70d972-b2da-4ae0-9ce9-9a8f7eae6228 · outbound
This paper cites Learning diverse features with part-level resolution for person re-identification, 2020.
ACE-Step: A Step Towards Music Generation Foundation Model Learning diverse features with part-level resolution for person re-identification, 2020
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:20.133842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4ef08c98-252d-4b9d-8399-48c7620debb5 · outbound
This paper cites Scaling rectified flow transformers for high-resolution image synthesis, 2024.
ACE-Step: A Step Towards Music Generation Foundation Model Scaling rectified flow transformers for high-resolution image synthesis, 2024
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:18.572288Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e9a9e3c-20c2-44da-b4ca-9d0df6151958 · outbound
This paper cites Adapting frechet audio distance for generative music evaluation.
ACE-Step: A Step Towards Music Generation Foundation Model Adapting frechet audio distance for generative music evaluation
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:19.979871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 837ce3fc-4811-4b2a-81eb-be22b0b2d8ac · outbound
This paper cites Stable Audio Metrics, 2024.
ACE-Step: A Step Towards Music Generation Foundation Model Stable Audio Metrics, 2024
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:19.788623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a56da72c-0086-41a0-85d5-db3e88f850a4 · outbound
This paper cites MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization.
ACE-Step: A Step Towards Music Generation Foundation Model MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:18.929184Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f76fba90-df7f-43ae-af5a-a196407df3fe · outbound
This paper cites stable-ts: Stabilizing Timestamps for Whisper, 2024.
ACE-Step: A Step Towards Music Generation Foundation Model stable-ts: Stabilizing Timestamps for Whisper, 2024
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:16:19.581782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 73391fcb-d9e8-4f78-a451-9e57ef435084 · outbound
This paper cites SongEval: A Benchmark Dataset for Song Aesthetics Evaluation.
ACE-Step: A Step Towards Music Generation Foundation Model SongEval: A Benchmark Dataset for Song Aesthetics Evaluation
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:19.098611Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5ccf2bb-3846-43b3-b876-238fa7d2be45 · outbound
This paper cites Simplifying, stabilizing and scaling continuous-time consistency models, 2025.
ACE-Step: A Step Towards Music Generation Foundation Model Simplifying, stabilizing and scaling continuous-time consistency models, 2025
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:19.207061Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a7b8550-da2e-4817-86e1-545e4bad6098 · outbound
This paper cites FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models.
ACE-Step: A Step Towards Music Generation Foundation Model FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:16:19.338517Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 607794e3-305a-4413-8fa2-5d90040a27f4 · inbound
JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment cites this paper.
JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment ACE-Step: A Step Towards Music Generation Foundation Model
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:14:37.507871Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7bb091b-edf2-421f-808d-1cf2109f21c1 · inbound
AudioGen-Omni: A Unified Multimodal Diffusion Transformer for Video-Synchronized Audio, Speech, and Song Generation cites this paper.
AudioGen-Omni: A Unified Multimodal Diffusion Transformer for Video-Synchronized Audio, Speech, and Song Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T06:04:29.880406Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a61d2d4-36d4-439c-83c2-634dc4032319 · inbound
Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation cites this paper.
Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:43:03.692143Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5110b3af-f508-44e5-b08f-763b95cffc20 · inbound
UniVerse-1: Unified Audio-Video Generation via Stitching of Experts cites this paper.
UniVerse-1: Unified Audio-Video Generation via Stitching of Experts ACE-Step: A Step Towards Music Generation Foundation Model
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T00:05:47.596423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af8bd234-643b-4344-aedd-ca8b67093cd6 · inbound
Ovi: Twin Backbone Cross-Modal Fusion for Audio-Video Generation cites this paper.
Ovi: Twin Backbone Cross-Modal Fusion for Audio-Video Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-17T01:03:15.219965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b6b2c2c2-c7a3-481f-8e9c-b03a6dd75d6a · inbound
SongFormer: Scaling Music Structure Analysis with Heterogeneous Supervision cites this paper.
SongFormer: Scaling Music Structure Analysis with Heterogeneous Supervision ACE-Step: A Step Towards Music Generation Foundation Model
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T10:46:16.858659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7ae5821c-dec4-4de1-bb54-c93df909c2ee · inbound
JoVA: Unified Multimodal Learning for Joint Video-Audio Generation and Editing cites this paper.
JoVA: Unified Multimodal Learning for Joint Video-Audio Generation and Editing ACE-Step: A Step Towards Music Generation Foundation Model
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:25:55.887395Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9968680e-dce0-4bf3-84ac-c4ce297dd30f · inbound
TADA! Tuning Audio Diffusion Models through Activation Steering cites this paper.
TADA! Tuning Audio Diffusion Models through Activation Steering ACE-Step: A Step Towards Music Generation Foundation Model
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T13:44:11.551922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7c6cabd7-a8aa-43c8-be3d-6880c211ae87 · inbound
MIDI-Informed Singing Accompaniment Generation in a Compositional Song Pipeline cites this paper.
MIDI-Informed Singing Accompaniment Generation in a Compositional Song Pipeline ACE-Step: A Step Towards Music Generation Foundation Model
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T20:20:17.918821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 310031d3-f4a0-4f8d-9b1a-2c3d248d3cb6 · inbound
Echoes: A semantically-aligned music deepfake detection dataset cites this paper.
Echoes: A semantically-aligned music deepfake detection dataset ACE-Step: A Step Towards Music Generation Foundation Model
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T17:35:47.688979Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecbcf569-4432-4a67-8b22-40bd3d323ec8 · inbound
LaDA-Band: Language Diffusion Models for Vocal-to-Accompaniment Generation cites this paper.
LaDA-Band: Language Diffusion Models for Vocal-to-Accompaniment Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:16:01.532365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 13a0087d-9539-4c4a-8519-843e847b4df9 · inbound
LaDA-Band: Language Diffusion Models for Vocal-to-Accompaniment Generation cites this paper.
LaDA-Band: Language Diffusion Models for Vocal-to-Accompaniment Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:27:21.119692Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0263534-865a-4bae-b7db-23f713ff310f · inbound
SongBench: A Fine-Grained Multi-Aspect Benchmark for Song Quality Assessment cites this paper.
SongBench: A Fine-Grained Multi-Aspect Benchmark for Song Quality Assessment ACE-Step: A Step Towards Music Generation Foundation Model
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T10:24:22.334741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 86ef11ed-3261-4695-a0b5-79949d4777c1 · inbound
TMD-Bench: A Multi-Level Evaluation Paradigm for Music-Dance Co-Generation cites this paper.
TMD-Bench: A Multi-Level Evaluation Paradigm for Music-Dance Co-Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:36:06.108044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation be05e593-f1f9-4e55-abdc-b9638dcd151c · inbound
APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music cites this paper.
APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music ACE-Step: A Step Towards Music Generation Foundation Model
Reference 47
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T10:56:29.750313Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 36991cea-e9fa-440d-b263-15473293870c · inbound
APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music cites this paper.
APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music ACE-Step: A Step Towards Music Generation Foundation Model
Reference 47
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T00:45:12.341833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8cef5aeb-d6b0-4e75-aee4-3ee51dfd1d14 · inbound
Cutting rules in strong field QED with application to trident pair production cites this paper.
Cutting rules in strong field QED with application to trident pair production ACE-Step: A Step Towards Music Generation Foundation Model
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T16:57:23.214654Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12dd018e-0aad-4d75-9e9d-1619b69a25eb · inbound
OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation cites this paper.
OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T06:17:22.920096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 788b2689-12cb-414e-8b9a-0b20e04cbf89 · inbound
S2Accompanist: A Semantic-Aware and Structure-Guided Diffusion Model for Music Accompaniment Generation cites this paper.
S2Accompanist: A Semantic-Aware and Structure-Guided Diffusion Model for Music Accompaniment Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-19T22:52:50.459830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ebc97580-98ed-49a8-a723-6ca14b67c2c3 · inbound
Instrumental Text-to-Music Generation with Auxiliary Conditioning Branches cites this paper.
Instrumental Text-to-Music Generation with Auxiliary Conditioning Branches ACE-Step: A Step Towards Music Generation Foundation Model
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T02:43:54.924541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9d0fd53c-60e0-46d6-8c91-6b165351c0aa · inbound
ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment cites this paper.
ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment ACE-Step: A Step Towards Music Generation Foundation Model
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T20:26:12.662750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d47d9dbf-9398-49a1-b09c-e73fb9ac7a28 · inbound
Towards Unified Song Generation and Singing Voice Conversion with Accompaniment Co-Generation cites this paper.
Towards Unified Song Generation and Singing Voice Conversion with Accompaniment Co-Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 25
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T19:57:19.597322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e3b93717-bbc5-4583-8be1-24859dd65462 · inbound
An Empirical Analysis of AI Slop in Music Streaming cites this paper.
An Empirical Analysis of AI Slop in Music Streaming ACE-Step: A Step Towards Music Generation Foundation Model
Reference 36
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T21:48:59.861457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ddcc77e6-6770-4132-9653-1005ed10afa5 · inbound
LeVo 2: Stable and Melodious Song Generation via Hierarchical Representation Modeling and Progressive Post-Training cites this paper.
LeVo 2: Stable and Melodious Song Generation via Hierarchical Representation Modeling and Progressive Post-Training ACE-Step: A Step Towards Music Generation Foundation Model
Reference 26
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T15:15:47.551038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1db8f3b9-87af-4035-ab09-b0e72081ee04 · inbound
MusicMark: A Robust Generative Watermarking Framework for Music Generation cites this paper.
MusicMark: A Robust Generative Watermarking Framework for Music Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T06:56:53.384109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2752145-d739-4f3b-abbc-59bf5cc42406 · inbound
Anysynth:Zero-Shot Instrument Cloning via In-Context Learning and Asymmetric Hierarchical Guidance cites this paper.
Anysynth:Zero-Shot Instrument Cloning via In-Context Learning and Asymmetric Hierarchical Guidance ACE-Step: A Step Towards Music Generation Foundation Model
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T06:45:43.330341Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91482bf6-aca7-4c5f-9ea9-c288237debd6 · inbound
Anysynth:Zero-Shot Instrument Cloning via In-Context Learning and Asymmetric Hierarchical Guidance cites this paper.
Anysynth:Zero-Shot Instrument Cloning via In-Context Learning and Asymmetric Hierarchical Guidance ACE-Step: A Step Towards Music Generation Foundation Model
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T07:05:04.510458Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27e079cd-46e0-4357-a4b9-92661222b514 · inbound
Qwen-Music Technical Report cites this paper.
Qwen-Music Technical Report ACE-Step: A Step Towards Music Generation Foundation Model
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T03:47:22.936776Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe00cef8-e6c0-4493-ab55-6566a33784d9 · inbound
Qwen-Music Technical Report cites this paper.
Qwen-Music Technical Report ACE-Step: A Step Towards Music Generation Foundation Model
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T06:52:26.903347Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db7d261c-a992-4881-837a-d860a877bf17 · inbound
Genre Bias or Aesthetic Perception? Identifying and Mitigating Shortcut Learning in Music Evaluation cites this paper.
Genre Bias or Aesthetic Perception? Identifying and Mitigating Shortcut Learning in Music Evaluation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:25:50.281276Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d949e0fb-134b-4f84-8d6c-0bedcbd70441 · inbound
A Diagnostic Evaluation Framework for AI-Generated Cover Songs Using Music-Theoretic and Acoustic Features cites this paper.
A Diagnostic Evaluation Framework for AI-Generated Cover Songs Using Music-Theoretic and Acoustic Features ACE-Step: A Step Towards Music Generation Foundation Model
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T12:01:57.134742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2a48299-6730-44a6-baaf-3ad500282caf · inbound
Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering cites this paper.
Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering ACE-Step: A Step Towards Music Generation Foundation Model
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T10:24:19.082295Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17568aa2-93fd-49dc-b420-c0f47a369205 · inbound
MPEcho: A Melody and Phoneme-Aware Generative Framework for Controllable Cover Song Generation cites this paper.
MPEcho: A Melody and Phoneme-Aware Generative Framework for Controllable Cover Song Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-30T23:40:07.801267Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37152fb8-a22d-4c0f-b544-e5e048dca679 · inbound
TORUS: A Test of Rendering-Understanding Self-Coherence for Unified Audio Models cites this paper.
TORUS: A Test of Rendering-Understanding Self-Coherence for Unified Audio Models ACE-Step: A Step Towards Music Generation Foundation Model
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T01:28:28.022775Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4942d2d7-e8a2-4feb-bb5a-321663b226e2 · inbound
SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks cites this paper.
SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks ACE-Step: A Step Towards Music Generation Foundation Model
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T16:29:20.556905Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0518d6f5-8d75-48c3-b78a-d633529e7370 · inbound
SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks cites this paper.
SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks ACE-Step: A Step Towards Music Generation Foundation Model
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:14:43.128810Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49941bad-a2f8-4920-83bd-d304cf9244a5 · inbound
Beyond Reconstruction: Full-Context Generative DiT for Music Generation cites this paper.
Beyond Reconstruction: Full-Context Generative DiT for Music Generation ACE-Step: A Step Towards Music Generation Foundation Model
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:30:19.892233Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11c254ee-56bb-40d0-91c6-07e21c5ba28e · inbound
Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping cites this paper.
Do Text-to-Music Models Really Follow Instructions? A Counterfactual Evaluation of Key and Beat Grouping ACE-Step: A Step Towards Music Generation Foundation Model
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:28:26.284368Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.