Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T04:18:47.190865Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2608.03032.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T04:18:47.190865Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T04:18:46.221582Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-08T04:18:47.510099Z
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1dd28a41-eb7c-4dea-8a60-d00e18117670 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning 2) Parameter-space losses often fail to reflect rendered audio similarity, while the synthesizer be- ing a non-differentiable black box prevents simple audio- domain supervision
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0da2f93f-8875-463b-974d-df8a49d76ff8 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1c2e9d9e-173a-49c0-88bd-9577a4b19d14 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Such iterative search often strug- gles to scale to modern high-dimensional synthesizers and may not transfer readily across parameter spaces
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2aa62773-aa17-4bad-af93-e3ee4be2398b · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0ca6a537-2e75-41e9-86b3-939499779cff · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ae8a0be1-5780-47ea-9513-ed099c711482 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 04d42a8c-14bd-4c44-b5c2-85f1fcaea7d8 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Experimental results show that discrete diffusion substantially outperforms Flow Matching while avoiding the need to predefine a parameter generation order
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 847ee2d1-d0c2-498e-8f0c-d75bd0d55de8 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 00cae7af-28f6-4f07-be71-de2787f56ae2 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e71a761b-934b-4e68-8545-0b8c0d4f6bc1 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning A unified model for zero-shot music source separation, transcrip- tion and synthesis,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fa580345-48f9-496f-84f8-3a993d70345b · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning MT3: Multi-task multitrack music transcrip- tion,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c7b5bc10-e252-47e7-8f66-4a352b384a3b · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning ChatMusi- cian: Understanding and generating music intrinsically with LLM,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1fc17ec4-ae9a-4e46-9ec0-39b21c09674e · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning NotaGen: Advanc- ing musicality in symbolic music generation with large language model training paradigms,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bda1aaff-f4bc-4091-bcfb-688a94fb2677 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning MuseCoco: Generating Symbolic Music from Text
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb276afe-a6b4-44e0-82e5-eb430d7029b7 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Spectral learning for expressive interactive ensemble music performance,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4ee68df3-6002-4b08-98cf-c27547808d27 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Adaptive accompaniment with ReaL- chords,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0f1243c7-5e9d-4fbf-9821-91751bbdc98a · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Machine tongues XVI: Genetic algorithms and their application to FM matching synthesis,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 65ab77e7-ec94-4102-b8f8-825d2117909c · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Growing sound synthesizers using evo- lutionary methods,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 798814f7-fc8d-4fa7-82dc-d35f5635bc7c · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Frequency modulation tone matching using a fuzzy clustering evolution strat- egy,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 36ab060d-ff9e-4656-ad9b-737d6eb47cba · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Automatic cloning of recorded sounds by software synthesizers,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d719570e-57a5-4c0b-97b5-3f886b19368e · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Flow synthesizer: Univer- sal audio synthesizer control with normalizing flows,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e56b1da3-701c-44d4-b831-99a92ee16091 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Improv- ing synthesizer programming from variational autoen- coders latent space,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation acb62e37-301e-49c9-9474-7e0e0a70a3c2 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Sound2Synth: Interpreting sound via FM synthesizer parameters estimation,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fa1dca10-c4c2-444c-bd26-db09cf888e13 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Audio synthe- sizer inversion in symmetric parameter spaces with ap- proximately equivariant flow matching,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 96442dd9-b25d-47c1-b05f-e21ff29d7c47 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Improving semi-supervised differentiable synthesizer sound matching for practi- cal applications,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 284028eb-60d0-41a3-a737-b512d0215fef · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning DiffMoog: a Differentiable Modular Synthesizer for Sound Matching
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bab833c-7778-4ac2-b1b5-15dcde6553be · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning White box search over audio synthesizer parameters,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e4de173a-7423-4df6-ba5e-f30ea7d2e683 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning SynthRL: Cross-domain syn- thesizer sound matching via reinforcement learning,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation edd9b488-7561-48e8-8715-235812dfb8f7 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning DDSP: Differentiable digital signal processing,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f4b376b-beaa-42b3-9012-b607aa4df3f4 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Learning to solve inverse problems for perceptual sound match- ing,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cbc910e6-6ae6-4fd8-a0e7-51449581e174 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Mask-predict: Parallel decoding of condi- tional masked language models,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 76414d01-1eec-4ab1-8af4-fc86f7104468 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning BERT has a mouth, and it must speak: BERT as a Markov random field language model,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 56241e4e-c972-4fd3-8b8f-c252293d1c9c · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Large Language Diffusion Models
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6283b6ae-bf51-4a80-a62b-9f882f598012 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Structured denoising diffusion mod- els in discrete state-spaces,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d73ffa43-f528-47d9-9360-87e58844f608 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning DiffusionBERT: Improving generative masked language models with diffusion models,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d25ffe5f-6027-43f7-b826-b91258c18e0e · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Adaptive path of predic- tion: An unsupervised method for modeling note-level informational hierarchy of polyphony,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3aa21f6a-cbba-4dca-a937-7468d15dfdac · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning ViTex: Visual texture control for multi-track symbolic music gen- eration via discrete diffusion models,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3505eb94-c3e2-43eb-852f-9bb75d4dd531 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Discrete diffusion probabilistic models for symbolic music generation,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 585ec782-6de1-46a4-865f-5098286998d4 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning DPLM-2: A multimodal diffusion protein lan- guage model,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 117d0bc6-991c-4f36-bf35-a7f07629b0df · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Protein design with guided discrete diffusion,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b220ca00-7314-47e0-bbe8-b4ddac869d8c · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cd0bc16-55ea-4d92-840c-b212c7195047 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning MusicRL: Aligning music generation to human preferences,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 40d8bf22-b66a-4cd5-beab-678ce667970c · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning d1: Scal- ing reasoning in diffusion large language models via reinforcement learning,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5e924129-f454-4a77-a109-30f1f5288329 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Improv- ing discrete diffusion unmasking policies beyond ex- plicit reference policies,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0101bda0-b3d0-4ee6-9abb-0eb338b94dfe · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Latent space interpola- tion of synthesizer parameters using timbre-regularized auto-encoders,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5b99833b-31f1-4fde-94b4-296b68a41e48 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning Assessing the align- ment of audio representations with timbre similarity ratings,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f59fc03-e0e6-4370-b64a-d95d88db0696 · outbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning DawDreamer: Bridging the Gap Between Digital Audio Workstations and Python Interfaces
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0da2f93f-8875-463b-974d-df8a49d76ff8 · inbound
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.