Paper Citation Record · LEDGER

Score-Based Training for Energy-Based TTS Models

As of 22 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2505.13771.

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

pith.paper-citation-record.v1
2505.13771 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:15:05.465792Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:15:05.272389Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T20:15:05.694313Z

Reference resolution

41 of 41 outbound references displayed

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External citation measurements

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Outbound references

Observation 2cef9492-72f3-48a6-a3bf-af3c0c9a3a0c · outbound

This paper cites an unresolved cited work.

Score-Based Training for Energy-Based TTS Models Unresolved cited work

Reference 1

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This paper cites an unresolved cited work.

Score-Based Training for Energy-Based TTS Models Unresolved cited work

Reference 2

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Observation fb13043b-f09e-4800-a864-af871efa4303 · outbound

This paper cites Section 2 discusses EBMs and related work, including training methods and con- nections between EBMs and diffusion models.

Score-Based Training for Energy-Based TTS Models Section 2 discusses EBMs and related work, including training methods and con- nections between EBMs and diffusion models

Reference 3

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Observation dde95d42-c70d-4c24-a30b-a4fbaedd6700 · outbound

This paper cites Score-Based Training for Energy-Based TTS Models.

Score-Based Training for Energy-Based TTS Models Score-Based Training for Energy-Based TTS Models

Reference 4

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Reference 5

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This paper cites an unresolved cited work.

Score-Based Training for Energy-Based TTS Models Unresolved cited work

Reference 6

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Observation b6d1818d-06e9-4937-911c-80a6a18daef9 · outbound

This paper cites Experimental setup 4.1.1.

Score-Based Training for Energy-Based TTS Models Experimental setup 4.1.1

Reference 7

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Observation 2b44d158-7fad-40c4-8ca4-c4e443216ce3 · outbound

This paper cites The first approach is sliced score matching (SSM) that has been previously used with EBMs in other areas but not in TTS.

Score-Based Training for Energy-Based TTS Models The first approach is sliced score matching (SSM) that has been previously used with EBMs in other areas but not in TTS

Reference 8

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Observation bbfaf44a-201d-48ac-8cad-b344abd01855 · outbound

This paper cites A tutorial on energy-based learning,.

Score-Based Training for Energy-Based TTS Models A tutorial on energy-based learning,

Reference 9

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Observation 93eed812-5cf7-44af-abc0-8f47864b8d78 · outbound

This paper cites Learning deep kernels for exponential family densities,.

Score-Based Training for Energy-Based TTS Models Learning deep kernels for exponential family densities,

Reference 10

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Observation f98e2e04-f3ff-4ef9-a850-9511ee80d34f · outbound

This paper cites Energy-based models for speech synthesis,.

Score-Based Training for Energy-Based TTS Models Energy-based models for speech synthesis,

Reference 11

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Observation 215799df-1fca-4579-8588-9d3118d22e3c · outbound

This paper cites Residual Energy-Based Models for End-to-End Speech Recognition.

Score-Based Training for Energy-Based TTS Models Residual Energy-Based Models for End-to-End Speech Recognition

Reference 12

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Observation 259b5411-791b-4576-a85f-b1a7e7abde3e · outbound

This paper cites Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models.

Score-Based Training for Energy-Based TTS Models Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models

Reference 13

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This paper cites Residual energy-based models for text,.

Score-Based Training for Energy-Based TTS Models Residual energy-based models for text,

Reference 14

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Observation ebb30d62-9277-4fbf-b3db-62979374a376 · outbound

This paper cites Recurrent neural network language model training with noise contrastive es- timation for speech recognition,.

Score-Based Training for Energy-Based TTS Models Recurrent neural network language model training with noise contrastive es- timation for speech recognition,

Reference 15

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Observation b0ad5bd7-7c98-48cd-858c-30e466f21b5b · outbound

This paper cites Estimation of non-normalized sta- tistical models by score matching.

Score-Based Training for Energy-Based TTS Models Estimation of non-normalized sta- tistical models by score matching

Reference 16

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Observation 0cf9df7c-a0ec-475d-b239-860f1ff34a5e · outbound

This paper cites A connection between score matching and denois- ing autoencoders,.

Score-Based Training for Energy-Based TTS Models A connection between score matching and denois- ing autoencoders,

Reference 17

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Observation 450985a3-7ba2-4b5c-a915-427e956fdd79 · outbound

This paper cites Sliced score matching: A scalable approach to density and score estimation,.

Score-Based Training for Energy-Based TTS Models Sliced score matching: A scalable approach to density and score estimation,

Reference 18

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Observation e3ca6f2e-a1c7-43e1-b5c5-a2d0ad775eb5 · outbound

This paper cites How to Train Your Energy-Based Models.

Score-Based Training for Energy-Based TTS Models How to Train Your Energy-Based Models

Reference 19

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This paper cites Imita- tion with neural density models,.

Score-Based Training for Energy-Based TTS Models Imita- tion with neural density models,

Reference 20

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Observation 7a6fcfb1-8494-4bda-a28d-420a6dfa90d5 · outbound

This paper cites On Out-of-distribution Detection with Energy-based Models.

Score-Based Training for Energy-Based TTS Models On Out-of-distribution Detection with Energy-based Models

Reference 21

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Observation 44f82eef-5bee-41c8-a010-9153432532fb · outbound

This paper cites Effortless training of joint energy-based models with sliced score matching,.

Score-Based Training for Energy-Based TTS Models Effortless training of joint energy-based models with sliced score matching,

Reference 22

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Observation a7593f7e-8819-48f0-b895-de643445abea · outbound

This paper cites Generative modeling by estimating gra- dients of the data distribution,.

Score-Based Training for Energy-Based TTS Models Generative modeling by estimating gra- dients of the data distribution,

Reference 23

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Observation 2e83d457-767b-47b1-89cb-ac4f4fabe67c · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Score-Based Training for Energy-Based TTS Models Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 24

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Observation 5c50e083-fe2a-420f-91c4-7bcd34b612c9 · outbound

This paper cites Glow-tts: A genera- tive flow for text-to-speech via monotonic alignment search,.

Score-Based Training for Energy-Based TTS Models Glow-tts: A genera- tive flow for text-to-speech via monotonic alignment search,

Reference 25

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Observation 8a12e729-3c71-4a43-8e6e-c6d04c452508 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Score-Based Training for Energy-Based TTS Models Score-Based Generative Modeling through Stochastic Differential Equations

Reference 26

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This paper cites Denoising diffusion probabilis- tic models,.

Score-Based Training for Energy-Based TTS Models Denoising diffusion probabilis- tic models,

Reference 27

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This paper cites Noise-contrastive estimation: A new estimation principle for unnormalized statistical models,.

Score-Based Training for Energy-Based TTS Models Noise-contrastive estimation: A new estimation principle for unnormalized statistical models,

Reference 28

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Observation fce6b0a7-a2c9-4773-b9ce-1d692019620d · outbound

This paper cites Natural tts synthesis by conditioning wavenet on mel spectrogram pre- dictions,.

Score-Based Training for Energy-Based TTS Models Natural tts synthesis by conditioning wavenet on mel spectrogram pre- dictions,

Reference 29

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Score-Based Training for Energy-Based TTS Models Neural speech synthe- sis with transformer network,

Reference 30

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Observation e6c22446-75de-408e-9bdf-9c1dddaee454 · outbound

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Score-Based Training for Energy-Based TTS Models FastSpeech 2: Fast and High-Quality End-to-End Text to Speech

Reference 31

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Observation 25336893-7d2e-41f6-9e26-a3d9b174dade · outbound

This paper cites Matcha-tts: A fast tts architecture with conditional flow match- ing,.

Score-Based Training for Energy-Based TTS Models Matcha-tts: A fast tts architecture with conditional flow match- ing,

Reference 32

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Score-Based Training for Energy-Based TTS Models Flow Matching for Generative Modeling

Reference 33

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This paper cites Iterative α-(de) blending: A minimalist deterministic diffusion model,.

Score-Based Training for Energy-Based TTS Models Iterative α-(de) blending: A minimalist deterministic diffusion model,

Reference 34

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Score-Based Training for Energy-Based TTS Models Estimation of non-normalized statistical models,

Reference 35

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Source-reported events for the cited work

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Observation 545166b0-57c4-4944-b64a-655d82fb0fa1 · outbound

This paper cites Estimating the Hessian by Back-propagating Curvature.

Score-Based Training for Energy-Based TTS Models Estimating the Hessian by Back-propagating Curvature

Reference 36

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Observation b230852a-bb26-4c60-85a8-6d8047510577 · outbound

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Score-Based Training for Energy-Based TTS Models The lj speech dataset,

Reference 37

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This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Score-Based Training for Energy-Based TTS Models U-net: Convolutional networks for biomedical image segmentation,

Reference 38

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Source-reported events for the cited work

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Observation e2fc07bd-6d69-46cb-8079-813053647be3 · outbound

This paper cites Hifi-gan: Generative adversarial net- works for efficient and high fidelity speech synthesis,.

Score-Based Training for Energy-Based TTS Models Hifi-gan: Generative adversarial net- works for efficient and high fidelity speech synthesis,

Reference 39

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Score-Based Training for Energy-Based TTS Models SpeechBERTScore: Reference-aware automatic evaluation of speech generation leveraging nlp evaluation metrics,

Reference 40

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Observation 0ecfa7e3-d392-4ba4-89df-d07345d9983a · outbound

This paper cites The t05 sys- tem for the voicemos challenge 2024: Transfer learning from deep image classifier to naturalness mos prediction of high-quality syn- thetic speech,.

Score-Based Training for Energy-Based TTS Models The t05 sys- tem for the voicemos challenge 2024: Transfer learning from deep image classifier to naturalness mos prediction of high-quality syn- thetic speech,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:15:05.719521Z

Source-reported events for the cited work

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Pith citing papers

Observation dde95d42-c70d-4c24-a30b-a4fbaedd6700 · inbound