Paper Citation Record · LEDGER

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model

As of 20 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:1908.11307.

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

pith.paper-citation-record.v1
1908.11307 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:22:33.353784Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:22:33.229505Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T10:22:33.414746Z

Reference resolution

37 of 37 outbound references displayed

verified exact1
verified fuzzy28
unresolved6
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 27921f33-4000-4e64-a201-77c218087c65 · outbound

This paper cites Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T10:22:33.418476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 371e0131-1cc8-4d52-b907-069e01c1a220 · outbound

This paper cites an unresolved cited work.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:22:33.734098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 78508c90-deaa-4eb3-9b93-8014a1653cbc · outbound

This paper cites This training is based on the LDA model [9, 24], which has TF masks and DoAs of sources as latent variables.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model This training is based on the LDA model [9, 24], which has TF masks and DoAs of sources as latent variables

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.725249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4d0b03a9-1903-4a0b-bc61-6d56bd21c9f3 · outbound

This paper cites an unresolved cited work.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:22:33.715542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a2e21c43-8a31-4929-9c3c-a2897b6749b2 · outbound

This paper cites an unresolved cited work.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:22:33.706540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2500b7c0-942f-42c1-8ef1-77a7a41a7426 · outbound

This paper cites an unresolved cited work.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:22:33.697339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ce8c9fe1-eb01-4a5a-8fdc-c757a1c30818 · outbound

This paper cites an unresolved cited work.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c33e67a0-b3c6-46a7-b9ec-8b9b4205beb5 · outbound

This paper cites The proposed method trains separation and localization networks by using a cost function based on a cGMM that has the TF masks and DoAs as latent variables.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model The proposed method trains separation and localization networks by using a cost function based on a cGMM that has the TF masks and DoAs as latent variables

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.678838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1b91c240-a5dc-425c-8973-db229ff904a2 · outbound

This paper cites Deep clustering: Discriminative embeddings for segmentation and separation,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Deep clustering: Discriminative embeddings for segmentation and separation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.669411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2857491d-e8a2-4d4c-be52-13c626b254dc · outbound

This paper cites Multitalker speech separation with utterance-level permutation invariant training of deep recurrent neural networks,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Multitalker speech separation with utterance-level permutation invariant training of deep recurrent neural networks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.660094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c69a134d-0c67-4fa6-8ce0-39cfc7c8d6fa · outbound

This paper cites Deep attractor networks for speaker re-identiﬁcation and blind source separation,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Deep attractor networks for speaker re-identiﬁcation and blind source separation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.650933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 564e3b35-c4b8-4401-a01b-e8688c330493 · outbound

This paper cites Singing voice separation with deep U-Net convolutional networks,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Singing voice separation with deep U-Net convolutional networks,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.641405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6c4f20e8-2ad7-4b90-bad2-12d861ad9680 · outbound

This paper cites Deep clustering and conventional net- works for music separation: Stronger together,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Deep clustering and conventional net- works for music separation: Stronger together,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.631437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4fd81b7e-7747-4c07-8fb4-8323491d5b0e · outbound

This paper cites Multichannel nonnegative matrix fac- torization in convolutive mixtures for audio source sepa- ration,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Multichannel nonnegative matrix fac- torization in convolutive mixtures for audio source sepa- ration,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.622316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0d5c6f2a-2fbd-4121-a520-c62bc8477693 · outbound

This paper cites Real-time independent vector analysis for con- volutive blind source separation,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Real-time independent vector analysis for con- volutive blind source separation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.612875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e8e0f050-e57e-4763-9505-bc434ab06e04 · outbound

This paper cites Stable and fast update rules for independent vector analysis based on auxiliary function technique,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Stable and fast update rules for independent vector analysis based on auxiliary function technique,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.603563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7ea946ae-ebe5-444c-b3f1-220ce80f3a64 · outbound

This paper cites Bayesian nonparametrics for micro- phone array processing,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Bayesian nonparametrics for micro- phone array processing,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.594094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 336c4904-8ed4-4690-b290-c77b3cb295ce · outbound

This paper cites Robust MVDR beamforming using time-frequency masks for online/ofﬂine ASR in noise,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Robust MVDR beamforming using time-frequency masks for online/ofﬂine ASR in noise,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.584967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f01b1e20-1990-4b11-ac34-a6ede07401e5 · outbound

This paper cites Permutation-free CGMM: Complex Gaussian mixture model with inverse Wishart mixture model based spatial prior for permutation-free source separation and source counting,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Permutation-free CGMM: Complex Gaussian mixture model with inverse Wishart mixture model based spatial prior for permutation-free source separation and source counting,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.575850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e7152035-1091-4387-822e-216a42527753 · outbound

This paper cites Unsupervised training of a deep clus- tering model for multichannel blind source separation,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Unsupervised training of a deep clus- tering model for multichannel blind source separation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.566402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 18b69a59-6ecd-4959-9014-5bf3c3284efe · outbound

This paper cites Bootstrapping single-channel source separation via unsupervised spatial clustering on stereo mixtures,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Bootstrapping single-channel source separation via unsupervised spatial clustering on stereo mixtures,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.557254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b9ccc221-045b-4647-9fe1-60abeac1791a · outbound

This paper cites Unsupervised deep clustering for source separation: Direct learning from mixtures using spatial information,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Unsupervised deep clustering for source separation: Direct learning from mixtures using spatial information,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.546979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 16c45cc3-1ba8-4567-b9b8-b0957df53522 · outbound

This paper cites Unsupervised training of neural mask-based beamforming.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Unsupervised training of neural mask-based beamforming

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-14T10:22:33.404698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 438af49d-8372-4595-85a8-a8e18e9f7830 · outbound

This paper cites Measuring dependence of bin- wise separated signals for permutation alignment in frequency-domain BSS,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Measuring dependence of bin- wise separated signals for permutation alignment in frequency-domain BSS,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.537573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1eaab787-0fa1-4562-8b56-23a7ed0b5dbc · outbound

This paper cites Auto-Encoding Variational Bayes.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Auto-Encoding Variational Bayes

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T10:22:33.314871Z

Source-reported events for the cited work

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Observation 82ce9441-5efa-45ed-9e15-142db3dfac2e · outbound

This paper cites Collapsed variational Dirichlet pro- cess mixture models.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Collapsed variational Dirichlet pro- cess mixture models

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.528258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 899098dc-84f6-47c2-a962-635730716882 · outbound

This paper cites Blind sparse source separation for unknown number of sources using Gaussian mixture model ﬁtting with Dirichlet prior,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Blind sparse source separation for unknown number of sources using Gaussian mixture model ﬁtting with Dirichlet prior,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.518543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a3030959-2afb-4698-bf8b-3040bf2576c3 · outbound

This paper cites An em algorithm for localizing multiple sound sources in reverberant environments,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model An em algorithm for localizing multiple sound sources in reverberant environments,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.509185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f7ed04f2-da13-454f-9c3e-9200f9355564 · outbound

This paper cites Complex angular central gaussian mix- ture model for directional statistics in mask-based mi- crophone array signal processing,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Complex angular central gaussian mix- ture model for directional statistics in mask-based mi- crophone array signal processing,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.499695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 15d04bdc-3f04-430a-9adf-9bda4b2b4bcb · outbound

This paper cites Audio-visual scene analysis with self- supervised multisensory features,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Audio-visual scene analysis with self- supervised multisensory features,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.489091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f962a638-2c48-4e5e-bda0-5f48c4d1999d · outbound

This paper cites Self-supervised audio-visual co-segmentation,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Self-supervised audio-visual co-segmentation,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.479805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 230a1f9c-54a5-4ddd-8b32-fcf3a5b3f9ea · outbound

This paper cites Bayesian uniﬁcation of sound source localization and separation with permutation resolu- tion,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Bayesian uniﬁcation of sound source localization and separation with permutation resolu- tion,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.470484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation edcfc137-950a-4aa7-8c4d-a7836937baaf · outbound

This paper cites Black box variational inference,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Black box variational inference,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.460067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 29deaf25-7aac-4d3d-a5ec-4c154f39c495 · outbound

This paper cites Image method for efﬁciently simu- lating small-room acoustics,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Image method for efﬁciently simu- lating small-room acoustics,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.449664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 805cd9de-a85f-4e56-b323-c387ab6166fb · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Adam: A Method for Stochastic Optimization

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-14T10:22:33.347370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e314a6c-48cb-482a-beb2-6a251658a39d · outbound

This paper cites Relaxation of rank-1 spatial con- straint in overdetermined blind source separation,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Relaxation of rank-1 spatial con- straint in overdetermined blind source separation,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.438900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a4ba8b7a-8215-4fb8-8910-c5250439424b · outbound

This paper cites Performance measurement in blind audio source separation,.

Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Performance measurement in blind audio source separation,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:22:33.428932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 27921f33-4000-4e64-a201-77c218087c65 · inbound