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Paper Citation Record · LEDGER

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network

As of 21 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2411.15082.

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

pith.paper-citation-record.v1
2411.15082 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:33:49.992336Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5d71d7b-2247-4f8f-96a9-59655bb9b781 · outbound

This paper cites A deep neural network model for speaker identification,.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network A deep neural network model for speaker identification,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.315507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.918867Z digest=sha256:67333c9bda18276fb4eccf7db4be9535cf0c00accad3634b878cea549079271c

Observation be17a554-9176-4cf7-835d-86949df8ea9f · outbound

This paper cites Aishell-1isacorpusforspeechrecognitionresearchandbuildingspeechrecognitionsystemsformandarin.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network Aishell-1isacorpusforspeechrecognitionresearchandbuildingspeechrecognitionsystemsformandarin

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.287940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.925092Z digest=sha256:451d34f301c19001515bcfc9a50ecd86e514ee82e7efd452544ea2d19d81217f

Observation 4a5bae22-7b35-430a-8a8a-6e90caf29058 · outbound

This paper cites wav2vec: Unsupervised Pre-training for Speech Recognition.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network wav2vec: Unsupervised Pre-training for Speech Recognition

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T14:33:49.936349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:33:49.936349Z digest=sha256:7b4f35bd613c47585677b7e6dac102eaf3d8019ccd6da2893f662d22262888e0

Observation e75182de-828f-4366-ab55-9ddb7591859a · outbound

This paper cites Text-independent speaker verification using lstm-rnn with attention mechanism,.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network Text-independent speaker verification using lstm-rnn with attention mechanism,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.236495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.941976Z digest=sha256:3a18e3524087cad6f2d9ad8a452ed834feebc4e1f139681f25f77f6f19b8f057

Observation 7bb9a2f0-7065-450a-ae2f-5d8b77a5cba9 · outbound

This paper cites Voxceleb: alarge-scalespeakeridentificationdataset,.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network Voxceleb: alarge-scalespeakeridentificationdataset,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.215730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.948204Z digest=sha256:6e846d63313a4775f52e3364cef765d16c8763188e06ea024e7b54cec686db40

Observation 063db37c-f8db-4c10-af47-3c256df3285b · outbound

This paper cites HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T14:33:49.954272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:33:49.954272Z digest=sha256:75da91a9467868e74e714f74662bbc6554596380d1ef5002dba6019e918fe6d7

Observation add4589b-6055-4ed0-ae57-a07db2f02862 · outbound

This paper cites Hubert: Self-supervised speech representation learning by masked prediction of hidden units,.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network Hubert: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.257775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.960523Z digest=sha256:2315bfa79620fb624fbad15f9e794f8034b37dffba3b3dc6e5b3d207943a90a0

Observation 1996ad4f-79a1-429c-916e-83eda5b8e84e · outbound

This paper cites Improving training datasets for resource-constrained speaker recognition neural networks,.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network Improving training datasets for resource-constrained speaker recognition neural networks,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.194121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.965817Z digest=sha256:75b7db76fe2b1f91534ad21d1b2c18faabc2aeee4ff67b03bfac0c050652110d

Observation 9a9a6147-2109-45d2-b3b9-b5706f4b3738 · outbound

This paper cites Speaker recognition dataset,.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network Speaker recognition dataset,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.169424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.970686Z digest=sha256:49327efe59e9aa0c4f7d55a9902a36ac38063805ab0968bc19e7affe2165c799

Observation fa347c7a-46ea-48c2-9318-a5f2c68a7f4f · outbound

This paper cites Keras documentation: Speaker recognition,.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network Keras documentation: Speaker recognition,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.148898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.975820Z digest=sha256:3362791580c138a47f15f5d2c178e831058d3bd58fc01072c6e8f764fd908424

Observation 58fe2c7d-de92-4fd5-9682-f5c025140fee · outbound

This paper cites Tensorboard: Tensorflow’s visualization toolkit,.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network Tensorboard: Tensorflow’s visualization toolkit,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.127389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.981762Z digest=sha256:3529528d1f34cf9a1c85ca9ada4ac8f38529962e9f7eee3f07ae47f6caad8897

Observation 693a59ee-1f1f-45cf-8999-ac93db0f5012 · outbound

This paper cites Using tensorboard - understanding histograms,.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network Using tensorboard - understanding histograms,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.107305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.986827Z digest=sha256:46b961e58dbf8b05d78c73c1230071fe8a5d92bc87ca9d1c5409277090c3d255

Observation 5f7bec14-8d45-4aae-9c64-eb0af7569976 · outbound

This paper cites Why is validation loss lower than training loss,.

Towards Speaker Identification with Minimal Dataset and Constrained Resources using 1D-Convolution Neural Network Why is validation loss lower than training loss,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:33:50.089572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:33:49.992336Z digest=sha256:ae84e61d93a0c27f67a9eb26e6449895cfbd2b566b4ba0d54d3078df4ec22228

Pith citing papers

No inbound Pith citation observations are available.