Paper Citation Record · LEDGER

Salient Speech Representations Based on Cloned Networks

As of 16 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:1908.07045.

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

pith.paper-citation-record.v1
1908.07045 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:31:50.583655Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:31:50.313226Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T12:31:51.002992Z

Reference resolution

38 of 38 outbound references displayed

verified exact2
verified fuzzy19
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ecc73c05-8b5e-446f-9837-291338f588ab · outbound

This paper cites Salient Speech Representations Based on Cloned Networks.

Salient Speech Representations Based on Cloned Networks Salient Speech Representations Based on Cloned Networks

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T12:31:51.012018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 60b98c21-f043-4143-b4d2-2bf558ee26ea · outbound

This paper cites We then describe clone-based training proce- dures for the method in 2.2.

Salient Speech Representations Based on Cloned Networks We then describe clone-based training proce- dures for the method in 2.2

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.556215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation abf936b4-eef8-40d9-91b8-b3103ed44f68 · outbound

This paper cites an unresolved cited work.

Salient Speech Representations Based on Cloned Networks Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:31:51.537320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2cdaf603-d12f-4a10-bef4-416dae75cff6 · outbound

This paper cites Different regions of feature space can be identiﬁed with different signal attributes, render- ing the representation meaningful.

Salient Speech Representations Based on Cloned Networks Different regions of feature space can be identiﬁed with different signal attributes, render- ing the representation meaningful

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.520316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0865f74f-645e-492b-a80c-7a078586182d · outbound

This paper cites Ideally they are distentangled: the system then discovers a ’natural’ set of independent features corre- sponding to ground-truth factors [10].

Salient Speech Representations Based on Cloned Networks Ideally they are distentangled: the system then discovers a ’natural’ set of independent features corre- sponding to ground-truth factors [10]

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.499754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1804eeaa-7d33-4be2-8d05-98d3b2f38bd5 · outbound

This paper cites The shared features are found by encouraging the de- terministic mapping fφ to result in outputs that are maximally similar for all clones, despite their different inputs.

Salient Speech Representations Based on Cloned Networks The shared features are found by encouraging the de- terministic mapping fφ to result in outputs that are maximally similar for all clones, despite their different inputs

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.472797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 053f0321-3c04-4294-a4c8-838d2466a24b · outbound

This paper cites an unresolved cited work.

Salient Speech Representations Based on Cloned Networks Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:31:51.450789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 17b91a43-478e-425c-8b6e-f0b59f6e3ddf · outbound

This paper cites From ex- periments with a toy example, we conclude that clone-based training can be used to disentangle formants from a signal.

Salient Speech Representations Based on Cloned Networks From ex- periments with a toy example, we conclude that clone-based training can be used to disentangle formants from a signal

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.422829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a88bda8d-a631-421a-a0a9-1e8fbac46239 · outbound

This paper cites Infogan: Interpretable representation learning by in- formation maximizing generative adversarial nets,.

Salient Speech Representations Based on Cloned Networks Infogan: Interpretable representation learning by in- formation maximizing generative adversarial nets,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.397119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f0f0372c-deac-4008-9648-ea474e8a03ef · outbound

This paper cites Auto-Encoding Variational Bayes.

Salient Speech Representations Based on Cloned Networks Auto-Encoding Variational Bayes

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.380464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02bfa3d2-15db-4e87-ae62-63d1789b2b51 · outbound

This paper cites Stochastic Backpropagation and Approximate Inference in Deep Generative Models.

Salient Speech Representations Based on Cloned Networks Stochastic Backpropagation and Approximate Inference in Deep Generative Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.386242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a00d26b8-1955-4e95-8d89-8034c38b64d2 · outbound

This paper cites Variational Lossy Autoencoder.

Salient Speech Representations Based on Cloned Networks Variational Lossy Autoencoder

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.393857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60e7e9c4-dee6-45fb-bda9-f27762444183 · outbound

This paper cites InfoVAE: Information Maximizing Variational Autoencoders.

Salient Speech Representations Based on Cloned Networks InfoVAE: Information Maximizing Variational Autoencoders

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.399735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8be0bfd-0901-4ab4-8256-a3965bab3c80 · outbound

This paper cites Fixing a Broken ELBO.

Salient Speech Representations Based on Cloned Networks Fixing a Broken ELBO

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.406470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7994035a-a355-469a-8f4f-ba3bb8f7c031 · outbound

This paper cites The mutual autoencoder: Control- ling information in latent code representations,.

Salient Speech Representations Based on Cloned Networks The mutual autoencoder: Control- ling information in latent code representations,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.375216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cfd74bb8-9320-4b5d-a2c8-2bf6bfe1809d · outbound

This paper cites Is maximum likelihood useful for representation learning?.

Salient Speech Representations Based on Cloned Networks Is maximum likelihood useful for representation learning?

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.352868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6a580bc8-91f8-4383-951b-d90b6344a952 · outbound

This paper cites Bounded Information Rate Variational Autoencoders.

Salient Speech Representations Based on Cloned Networks Bounded Information Rate Variational Autoencoders

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-14T12:31:50.849673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ec9c12e5-36a3-408c-bf2c-f6627b4a1e8a · outbound

This paper cites Representation learning: A review and new perspectives,.

Salient Speech Representations Based on Cloned Networks Representation learning: A review and new perspectives,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.430106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4e6d621-5df9-4524-bd06-e9f80a3e7d1b · outbound

This paper cites The Variational Fair Autoencoder.

Salient Speech Representations Based on Cloned Networks The Variational Fair Autoencoder

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.442954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7423c5a7-9e07-4112-aa67-e6753aa26e3f · outbound

This paper cites β-V AE: Learning basic visual concepts with a constrained variational framework,.

Salient Speech Representations Based on Cloned Networks β-V AE: Learning basic visual concepts with a constrained variational framework,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.314534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3847b8cc-23a7-45e9-b550-6b572f19e7a6 · outbound

This paper cites Understanding disentangling in $\beta$-VAE.

Salient Speech Representations Based on Cloned Networks Understanding disentangling in $\beta$-VAE

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.461594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fab0b9cf-18ed-4d92-8130-db06775dad32 · outbound

This paper cites Structured disen- tangled representations,.

Salient Speech Representations Based on Cloned Networks Structured disen- tangled representations,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.288871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1fbaa94f-fd4f-4239-9e3d-2fe261b48543 · outbound

This paper cites Disentangling by Factorising.

Salient Speech Representations Based on Cloned Networks Disentangling by Factorising

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.478196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e5d41f4-b55a-47c4-ab83-352060d59c19 · outbound

This paper cites The information bottleneck method.

Salient Speech Representations Based on Cloned Networks The information bottleneck method

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.485227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7620cf3-d05e-4e39-949e-5878c5973a8f · outbound

This paper cites Deep Variational Information Bottleneck.

Salient Speech Representations Based on Cloned Networks Deep Variational Information Bottleneck

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.491413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 367b2a43-6592-437e-9042-066958d02412 · outbound

This paper cites Wavenet based low rate speech coding.

Salient Speech Representations Based on Cloned Networks Wavenet based low rate speech coding

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-14T12:31:50.676701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f0c3520a-d974-4592-8c77-9c0b4d2b4762 · outbound

This paper cites Extraction of relevant speech fea- tures using the information bottleneck method,.

Salient Speech Representations Based on Cloned Networks Extraction of relevant speech fea- tures using the information bottleneck method,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.265170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9bed476e-1048-4b72-9563-8a53387366ea · outbound

This paper cites Sig- nature veriﬁcation using a.

Salient Speech Representations Based on Cloned Networks Sig- nature veriﬁcation using a

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.240437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 39af32f4-6a4d-4769-98bd-75ba596f712a · outbound

This paper cites Deep metric learning using triplet net- work,.

Salient Speech Representations Based on Cloned Networks Deep metric learning using triplet net- work,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.221560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 117f775e-a58d-40f0-ab76-425f102f2cda · outbound

This paper cites Deep convolutional acoustic word embeddings using word-pair side information,.

Salient Speech Representations Based on Cloned Networks Deep convolutional acoustic word embeddings using word-pair side information,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.197954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 92dc6291-37c2-4fc1-8cf2-34fdc2a16662 · outbound

This paper cites WaveNet: A Generative Model for Raw Audio,.

Salient Speech Representations Based on Cloned Networks WaveNet: A Generative Model for Raw Audio,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.177569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 53d63d85-c785-48d2-a79d-a481623c71ae · outbound

This paper cites A kernel method for the two-sample-problem,.

Salient Speech Representations Based on Cloned Networks A kernel method for the two-sample-problem,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.154582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 38b5b809-f201-4254-bec3-f6b9abcb2a27 · outbound

This paper cites A kernel two-sample test,.

Salient Speech Representations Based on Cloned Networks A kernel two-sample test,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.545571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdb2725b-6198-41fc-8280-4deb06910e11 · outbound

This paper cites Wasserstein generative adversarial networks,.

Salient Speech Representations Based on Cloned Networks Wasserstein generative adversarial networks,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.109031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3bbd72eb-3538-4884-8110-c4798991d9ca · outbound

This paper cites Learning with a Wasserstein loss,.

Salient Speech Representations Based on Cloned Networks Learning with a Wasserstein loss,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.079798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 84d12735-b657-4939-adfd-3400170743fe · outbound

This paper cites Long short-term memory,.

Salient Speech Representations Based on Cloned Networks Long short-term memory,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.567111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d65611a1-d80b-433a-affb-acaa432f9e87 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Salient Speech Representations Based on Cloned Networks Adam: A Method for Stochastic Optimization

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-14T12:31:50.577154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae727d9f-4d69-4fe1-ace8-dd23266a1b69 · outbound

This paper cites The design for the wall street journal- based csr corpus,.

Salient Speech Representations Based on Cloned Networks The design for the wall street journal- based csr corpus,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:51.036684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation ecc73c05-8b5e-446f-9837-291338f588ab · inbound