Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:12:25.051290Z
Paper Citation Record · LEDGER
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation
As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2506.08570.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-22T03:24:50.604019Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-22T03:25:58.959457Z
Reference resolution
36 of 36 outbound references displayed
- verified exact2
- verified fuzzy10
- unresolved23
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0096660f-871f-4f0e-9921-735bdbe7c9b1 · outbound
This paper cites MusicLM: Generating Music From Text.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation MusicLM: Generating Music From Text
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.497950Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69a424d1-a53f-4f37-ae08-1898b22aa4ec · outbound
This paper cites To better isolate the runtime overheads, we discard cross attention layers (that can’t use KV-cache) and replace the AR softmax + top-p sampling with argmax sampling.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation To better isolate the runtime overheads, we discard cross attention layers (that can’t use KV-cache) and replace the AR softmax + top-p sampling with argmax sampling
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:26.383222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cc849a7e-e830-490c-8dbf-f0b1f2038b41 · outbound
This paper cites High Fidelity Neural Audio Compression.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation High Fidelity Neural Audio Compression
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.578248Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 370594a1-d1f5-4a9a-ac07-984436ba69ac · outbound
This paper cites Jukebox: A Generative Model for Music.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Jukebox: A Generative Model for Music
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.591213Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee8b33c5-403e-4093-ab81-1975daca5ff6 · outbound
This paper cites Deep Learning for Music.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Deep Learning for Music
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T05:12:26.108926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e1e0b60a-add0-4290-9c89-987a37e75f8d · outbound
This paper cites Fr\'echet Audio Distance: A Metric for Evaluating Music Enhancement Algorithms.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Fr\'echet Audio Distance: A Metric for Evaluating Music Enhancement Algorithms
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.675049Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 344845c2-e6e4-484d-ad1c-2d00f9e4bc5e · outbound
This paper cites High Fidelity Text-Guided Music Editing via Single-Stage Flow Matching.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation High Fidelity Text-Guided Music Editing via Single-Stage Flow Matching
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.684386Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4c3981d-e8dc-4eef-99ac-37f248a70e58 · outbound
This paper cites A survey on cross-modal interaction between music and multimodal data.arXiv preprint arXiv:2504.12796,.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation A survey on cross-modal interaction between music and multimodal data.arXiv preprint arXiv:2504.12796,
Reference 16
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T05:12:25.845961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a865798b-639b-42b2-b9ac-b4fa0f017fc4 · outbound
This paper cites Flow Matching Guide and Code.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Flow Matching Guide and Code
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.715076Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 747f30dd-9cd3-4e9b-9666-bfeba7dd8d19 · outbound
This paper cites DeepSeek-V3 Technical Report.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation DeepSeek-V3 Technical Report
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.725538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60b6d1a4-2957-473e-ab9c-0cd06e8b607f · outbound
This paper cites Mir_eval: Atransparentimplementationofcommonmirmetrics.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Mir_eval: Atransparentimplementationofcommonmirmetrics
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:26.802705Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 52b54cc5-0bbf-4d3a-a748-68c7a2994cbb · outbound
This paper cites JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed Metadata.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed Metadata
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.775106Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e155b3ba-2f58-472d-b99e-8182c9ac2f55 · outbound
This paper cites Denoising Diffusion Implicit Models.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Denoising Diffusion Implicit Models
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.798822Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af9cee56-48e0-4d39-bfeb-37e3996fa753 · outbound
This paper cites Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.814309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75b82d8c-b7c3-4758-8eaa-cfd69bf3107b · outbound
This paper cites Meta Audiobox Aesthetics: Unified Automatic Quality Assessment for Speech, Music, and Sound.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Meta Audiobox Aesthetics: Unified Automatic Quality Assessment for Speech, Music, and Sound
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.833982Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25c4f62d-2778-41f1-879b-66735e0cfc0f · outbound
This paper cites Audiobox: Unified Audio Generation with Natural Language Prompts.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Audiobox: Unified Audio Generation with Natural Language Prompts
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.856067Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b743b388-2dad-45b3-bd29-672b2f5f2ae2 · outbound
This paper cites A Survey of AI Music Generation Tools and Models.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation A Survey of AI Music Generation Tools and Models
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.890167Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd73db9a-cc4e-4996-90eb-03eeac81a52b · outbound
This paper cites an unresolved cited work.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Unresolved cited work
Reference 30
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T05:12:26.692444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35b49900-877d-406a-bf71-a2e165185c05 · outbound
This paper cites an unresolved cited work.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:12:26.643915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d11e0b4-b15c-4bfb-8a92-e6cd1ba13de7 · outbound
This paper cites an unresolved cited work.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:12:26.569331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 230ad7ee-db56-41a6-a5a7-9b06867879e7 · outbound
This paper cites For the FM case we perform slight modifications similarly to Tal et al.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation For the FM case we perform slight modifications similarly to Tal et al
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:26.530464Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35324411-32cd-42e8-a34a-27769c5d90fb · outbound
This paper cites an unresolved cited work.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:12:26.479577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac83068b-dee0-47ce-84b0-4728fa2bd53c · outbound
This paper cites an unresolved cited work.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:12:26.436932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8a376d8f-dff3-419e-b723-7df51cba5bc3 · outbound
This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 1956
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.749224Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a873016-ce04-4310-9b0b-526ff1f98f07 · outbound
This paper cites Stable audio open.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Stable audio open
Reference 1980
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:26.942927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4fbd030f-8a32-41c1-916e-4fdecd91854c · outbound
This paper cites Tunes by technology: A comprehensive survey of music generation models.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Tunes by technology: A comprehensive survey of music generation models
Reference 1999
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:26.853579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ee0fecb6-e207-444f-b1c4-9e39593473b6 · outbound
This paper cites Music Transformer.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Music Transformer
Reference 2016
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.636619Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a55a77b-6190-4eab-be90-4d7ff5b80664 · outbound
This paper cites The mtg-jamendo dataset for automatic music tagging.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation The mtg-jamendo dataset for automatic music tagging
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:27.081904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 19943c2b-d312-4f37-9e10-a8caf964091b · outbound
This paper cites Multiplicity of periodic bouncing solutions for generalized impact hamiltonian systems.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Multiplicity of periodic bouncing solutions for generalized impact hamiltonian systems
Reference 2018
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:26.910768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2e992f79-4caa-4c9e-aa50-0cc9b025c4c8 · outbound
This paper cites Noise2Music: Text-conditioned Music Generation with Diffusion Models.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Noise2Music: Text-conditioned Music Generation with Diffusion Models
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.656553Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6cbd517-15d6-4400-a060-15b086c1985c · outbound
This paper cites Evolving four-part harmony using genetic algorithms.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Evolving four-part harmony using genetic algorithms
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:26.986299Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b52ea69-ea1e-4b7e-b709-0fc7df0892dd · outbound
This paper cites Diffusion based text-to-music generation with global and local text based conditioning.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Diffusion based text-to-music generation with global and local text based conditioning
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:26.749384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a4bb7886-d64a-4652-8fd2-e5d75db69fcb · outbound
This paper cites Musicldm: Enhancing novelty in text-to-music generation using beat-synchronous mixup strategies.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Musicldm: Enhancing novelty in text-to-music generation using beat-synchronous mixup strategies
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:12:27.034096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ef892dfd-b6a2-4aa0-a236-cc5531a08de7 · outbound
This paper cites Seed-Music: A Unified Framework for High Quality and Controlled Music Generation.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Seed-Music: A Unified Framework for High Quality and Controlled Music Generation
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.508703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbc930a7-8b00-45c3-a39e-40141b837bda · outbound
This paper cites Efficient Training of Language Models to Fill in the Middle.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Efficient Training of Language Models to Fill in the Middle
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.524083Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f45e2c57-cbdf-40fa-af9d-578c1bb6b4b8 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation LLaMA: Open and Efficient Foundation Language Models
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:12:24.845888Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation f4742ac3-e44c-4d1c-98b7-df88847bfe8f · inbound
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators cites this paper.
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T03:25:58.963026Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.