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Paper Citation Record · LEDGER

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings

As of 19 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2506.21386.

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

pith.paper-citation-record.v1
2506.21386 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:29:28.066249Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

22 of 22 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b2bc0506-eb09-4a57-bef7-9cc7c1b688ea · outbound

This paper cites https://openslr.org.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings https://openslr.org

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.479174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.665328Z digest=sha256:6f2d8214a0e84b47215a25b3cb65bdcd5aedb2cd0442c5b861052d7f7fe657bb

Observation 4a75b8d0-0f8a-467b-8a07-27df7b7e380e · outbound

This paper cites an unresolved cited work.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:59.419617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.688282Z digest=sha256:69baf35c85b114f7d4671f886a603a4087452e0e75abf9f6035b8ce57b5d2f17

Observation 92c9ddd7-019e-4168-81cf-4e06a4cd404e · outbound

This paper cites Convolutional neural networks for speech recognition.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Convolutional neural networks for speech recognition

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.366342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.704495Z digest=sha256:e06c458bcdb27f3d5564601b501c0393f231b44d9c6d98ccf34982cc800f2ff0

Observation 31434c58-a9a3-4890-b6ef-99243433931a · outbound

This paper cites Tyers, and Gregor Weber.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Tyers, and Gregor Weber

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.315038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.722502Z digest=sha256:8e1cc421d846c817988599f91c92415c1bcc199708064fa48fb87a4ed0168d41

Observation f127f4c4-e448-4571-9761-400ae84aaf2d · outbound

This paper cites Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.247913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.746703Z digest=sha256:2e246aee2d54a3541e0375920989b3a2503f57da7205dc89273aba27c39dc785

Observation 93992737-5167-433e-b908-e4abad5711a2 · outbound

This paper cites Nlp for arabic and related languages.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Nlp for arabic and related languages

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.204979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.763590Z digest=sha256:dd8000d1a45c4b4449db5a7ec0fc09885b29b5ea1e44d158e9b9f7c54ce7aaef

Observation 1f07431c-1fce-4105-b67f-07260faefbe6 · outbound

This paper cites Dialectal Coverage And Generalization in Arabic Speech Recognition.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Dialectal Coverage And Generalization in Arabic Speech Recognition

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:27.787358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.787358Z digest=sha256:1ddc93767db5b5638af27954e87650e8b1dd82ab5046a3e67d3a2b70a203b826

Observation 9a2b46c4-3858-4489-a40e-3bd19379bd2e · outbound

This paper cites Arabic dialect identification with deep learning and hybrid frequency based features.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Arabic dialect identification with deep learning and hybrid frequency based features

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.169472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.805754Z digest=sha256:c65274458d2401e840c4dce9a1d0feae2e855d034d98874ca171d6a06f24e4fc

Observation 8636b89d-29b5-4867-9967-28022153e246 · outbound

This paper cites Dahl, Abdel-rahman Mohamed, Navdeep Jaitly, Andrew Senior, Vincent Vanhoucke, Patrick Nguyen, Tara N.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Dahl, Abdel-rahman Mohamed, Navdeep Jaitly, Andrew Senior, Vincent Vanhoucke, Patrick Nguyen, Tara N

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.121395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.821819Z digest=sha256:770962bab3c9915f1af5c238cbbeee1151f8ed5653ab11178b2fc0f726fc404c

Observation c60c3548-88c3-4c16-b69b-d8719d58206c · outbound

This paper cites Long short-term memory.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Long short-term memory

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.074668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.847532Z digest=sha256:abfb765b98f11c6c87be1cf910bb34042c43782358ea47919084e58ecd295ba4

Observation 16b78412-c159-475c-bd7f-56c6f8528f91 · outbound

This paper cites Seltzer, and Sanjeev Khudanpur.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Seltzer, and Sanjeev Khudanpur

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.016654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.871603Z digest=sha256:a774433592f7aea3a9fa027b94f4c6c4d258904c2bb30a43d44fde4e98d38d59

Observation 3617f667-7ca5-4026-aa16-710340c8a309 · outbound

This paper cites Pywavelets: A python package for wavelet analysis.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Pywavelets: A python package for wavelet analysis

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:58.954700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.885337Z digest=sha256:96b4765ec7e32a051672fadc62b86b778448fe11358ff159230b0e6ffc97ee74

Observation 5f034aa0-6c2d-47f1-8921-a8d9c0009640 · outbound

This paper cites Academic Press, 1999.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Academic Press, 1999

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:58.912593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.905581Z digest=sha256:3e1b558de1ab2e0a0321e4bae31038afcee2b4061e12877d294182d1e9f94ba2

Observation 953b8127-add4-449d-9ee2-3471cbb0e7f0 · outbound

This paper cites librosa: Audio and music signal analysis in python.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings librosa: Audio and music signal analysis in python

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:58.826635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.926899Z digest=sha256:17cc21ea773bde29bd8f0263c63943237dfcad26fdf27ac4ef4546e9629a309d

Observation 7f323eab-504b-4daa-a045-5af2934d6aaa · outbound

This paper cites an unresolved cited work.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:58.739605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.945957Z digest=sha256:190e8e17423c04c3ae310b7a7bdd6a8ba1da7cb9b27a67800c1a149d368508dd

Observation 1529c517-f128-4699-86c3-b5b43ea481c3 · outbound

This paper cites Park, William Chan, Yu Zhang, Chung-Cheng Chiu, Barret Zoph, Ekin D.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Park, William Chan, Yu Zhang, Chung-Cheng Chiu, Barret Zoph, Ekin D

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:58.668188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.968464Z digest=sha256:4acad8363e087e24f5f74148527faa0017c5388a491d3ed9b4cc6d6aef13a952

Observation 633da648-edc0-41e1-9e44-f86f03e65d31 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Pytorch: An imperative style, high-performance deep learning library

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:28.483655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.985398Z digest=sha256:901a642c2168cfebf96329fb237b239f9654400de37f422ec5dbdc224e1f4842

Observation 39e031cc-5fe1-4e57-855f-bb4de3bbe405 · outbound

This paper cites Scikit-learn: Machine learning in python.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Scikit-learn: Machine learning in python

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:28.407801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:27.993798Z digest=sha256:868a757a34a814b1ae5ba70056d9836d20bd31a904d649c32a38a230576edda3

Observation e3bf40af-9d32-4492-b8fb-75fc1688ae61 · outbound

This paper cites an unresolved cited work.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:28.349040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:28.009661Z digest=sha256:cfd3fc974e39090ff0adb8090a2011524266b2d8ebab6d0a132d9ad1369ab4bd

Observation 90fb2c8f-83ae-48d4-834a-8015d114256a · outbound

This paper cites Rahman, Md.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Rahman, Md

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:28.285993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:28.029093Z digest=sha256:af46e98df3f5e10cfb4c7d134494c3bd2a7969a54233cb529e6a62d6e4e9de22

Observation 8eb69429-ea8d-4f14-9e00-fb981e1672a5 · outbound

This paper cites Convolutional neural networks and language embed- dings for end-to-end dialect recognition.

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Convolutional neural networks and language embed- dings for end-to-end dialect recognition

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:28.237216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:28.050222Z digest=sha256:0130626fc581704158340d133a670ab42d5cd288469e519613ccff884c44c9c9

Observation a8c7dcaf-8682-4b10-bf34-1115faa84458 · outbound

This paper cites Arabic dialect recognition hybrid models (code repository).

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings Arabic dialect recognition hybrid models (code repository)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:28.181986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:29:28.066249Z digest=sha256:9eb7343374c5f8bdb0e4ccba8b8c5df57c6183b471777bdf6b6caaad3470c8b1

Pith citing papers

No inbound Pith citation observations are available.