Paper Citation Record · LEDGER

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 2 inbound Pith citation observations for arXiv:2506.00385.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.00385 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:12:30.315990Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T08:18:42.002083Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T05:16:39.815988Z

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 527b27d6-9413-4c9b-8fb7-05bf9c1d6b8b · outbound

This paper cites GPT-4 Technical Report.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:27.781053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 977f1e1f-74e7-4d3f-96b2-f5b9ae50ee2d · outbound

This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:27.993064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce6e7cfd-e0c8-47c8-a9a4-4bf8ee8b58d2 · outbound

This paper cites High Fidelity Neural Audio Compression.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation High Fidelity Neural Audio Compression

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:28.248636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60e77fdc-8b22-4d5f-a6bb-3e047cdc3897 · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Moshi: a speech-text foundation model for real-time dialogue

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:28.369650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f635e158-363b-40b7-ba74-a3dd0bfadb2e · outbound

This paper cites DeepSeek-V3 Technical Report.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation DeepSeek-V3 Technical Report

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:28.853649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e18c3fc-2abf-449a-b237-3e7684be45e7 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Robust Speech Recognition via Large-Scale Weak Supervision

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:29.194153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeacbfb5-38ea-4628-8ef8-d397f3701c09 · outbound

This paper cites Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:29.406719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a7f13f1-42ee-49db-9ea2-d1c9513ca34d · outbound

This paper cites SNAC: Multi-Scale Neural Audio Codec.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation SNAC: Multi-Scale Neural Audio Codec

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:29.506757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bf83466-eda5-45b0-abdb-d01e1f6712ec · outbound

This paper cites Improving the Diffusability of Autoencoders.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Improving the Diffusability of Autoencoders

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:29.605020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cce3fd7-c466-4712-b8bc-90ae4aafcd0b · outbound

This paper cites BigCodec: Pushing the Limits of Low-Bitrate Neural Speech Codec.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation BigCodec: Pushing the Limits of Low-Bitrate Neural Speech Codec

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:29.869064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4471a5d9-0b71-4dc4-98b2-e25c2919e356 · outbound

This paper cites Qwen2.5 Technical Report.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Qwen2.5 Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:29.931794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5053abe2-6e75-491c-bbf8-404f1115cdb3 · outbound

This paper cites Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:30.011254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 345a4d98-4de2-4d79-ac08-b07d372408b1 · outbound

This paper cites Representation Collapsing Problems in Vector Quantization.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Representation Collapsing Problems in Vector Quantization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:30.147379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa5ec1c0-3294-481e-b74c-f744b30da92d · outbound

This paper cites FreeCodec: A disentangled neural speech codec with fewer tokens.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation FreeCodec: A disentangled neural speech codec with fewer tokens

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:30.227476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0468529-a537-472a-aa38-067c6e842efa · outbound

This paper cites Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99%.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99%

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:30.315990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b20acf97-4996-4bda-9aae-a3d8dc0be81a · outbound

This paper cites Zalán Borsos, Raphaël Marinier, Damien Vincent, Eugene Kharitonov, Olivier Pietquin, Matt Sharifi, Dominik Roblek, Olivier Teboul, David Grangier, Marco Tagliasacchi, et al.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Zalán Borsos, Raphaël Marinier, Damien Vincent, Eugene Kharitonov, Olivier Pietquin, Matt Sharifi, Dominik Roblek, Olivier Teboul, David Grangier, Marco Tagliasacchi, et al

Reference 1995

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:28.063751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5c099ae-6734-497c-bc46-4be1eef8a3d8 · outbound

This paper cites Takaaki Saeki, Detai Xin, Wataru Nakata, Tomoki Koriyama, Shinnosuke Takamichi, and Hiroshi Saruwatari.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Takaaki Saeki, Detai Xin, Wataru Nakata, Tomoki Koriyama, Shinnosuke Takamichi, and Hiroshi Saruwatari

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:29.335785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bb77452-8687-49f8-93f6-60222ea50bc3 · outbound

This paper cites Aaron Van Den Oord, Oriol Vinyals, et al.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Aaron Van Den Oord, Oriol Vinyals, et al

Reference 2010

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T12:12:30.942168Z

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 02a2eb66-78fa-481f-9b65-6ffb26efad7c · outbound

This paper cites an unresolved cited work.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Unresolved cited work

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:29.027797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e9ba0b-86d4-498a-9499-c63d4984ea96 · outbound

This paper cites TS3-Codec: Transformer-Based Simple Streaming Single Codec.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation TS3-Codec: Transformer-Based Simple Streaming Single Codec

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:29.788907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4025257f-398f-44d3-8fa3-bdfe1f51560f · outbound

This paper cites Analyzing The Language of Visual Tokens.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Analyzing The Language of Visual Tokens

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:28.158067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9af8d2d-0b5c-4755-8fa1-0bca759ca4af · outbound

This paper cites SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:30.076359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efa103e0-2f88-40e2-accc-4581962c6242 · outbound

This paper cites RepCodec: A Speech Representation Codec for Speech Tokenization.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation RepCodec: A Speech Representation Codec for Speech Tokenization

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:28.525519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b36495d-0831-43f3-8312-a16cc4fbba50 · outbound

This paper cites WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:28.698164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 914a2250-af2d-4a02-841e-30a570b8fdb0 · outbound

This paper cites Seed-TTS: A Family of High-Quality Versatile Speech Generation Models.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:27.861952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation bf779313-c62f-41c8-bb1b-57726e12cd4a · inbound

LiveGesture Streamable Co-Speech Gesture Generation Model cites this paper.

LiveGesture Streamable Co-Speech Gesture Generation Model MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:11:03.425181Z

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 ee1ef2a2-d58c-46b0-a5ef-149e2bfa0a28 · inbound

WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling cites this paper.

WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:16:39.817490Z

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.