Pith. sign in

Paper Citation Record · LEDGER

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis

As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2505.20506.

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

pith.paper-citation-record.v1
2505.20506 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:00:28.634322Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:00:25.595644Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:00:28.778797Z

Reference resolution

29 of 29 outbound references displayed

  • verified exact0
  • verified fuzzy22
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9f8115b-88fa-4f4b-9ba0-7b5d2b52230e · outbound

This paper cites an unresolved cited work.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:00:33.316583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:25.491796Z digest=sha256:d540d2df4a6046b593c70139404c55fe13b8fbe2490643771fe3373b1c095d61

Observation b3b01c96-e5a6-431e-a440-48ac43f529a0 · outbound

This paper cites ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T14:00:28.939908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:25.595644Z digest=sha256:8ffce67785dcbcb2d50d857eab5ff35a50b957e35788ce5d85961efc20a5ef59

Observation dfb1b0c9-46c1-48b4-8a93-5b50995bb039 · outbound

This paper cites In this section, we describe each part of ArV oice and provide justifica- tion for design decisions where applicable.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis In this section, we describe each part of ArV oice and provide justifica- tion for design decisions where applicable

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:33.048002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:25.719894Z digest=sha256:d9b1d06d3dabc1e97ea679296e892dee6ad4d64a57bd29cffc151980eb2187ab

Observation 53e56dec-cefd-45d0-a40e-a8f05d00d8b3 · outbound

This paper cites an unresolved cited work.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:00:32.857585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:25.864240Z digest=sha256:298f71cb6fe88e3ac8ff4a23d9d19c2bfd279b38e55349d115813c673138a094

Observation 504024d5-b896-4714-bf34-0f8b1f7a0a16 · outbound

This paper cites The dataset consists of 11 voices in total, 7 of which are human voices, and 4 are syn- thetic with parallel text.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis The dataset consists of 11 voices in total, 7 of which are human voices, and 4 are syn- thetic with parallel text

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:32.522013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:26.057794Z digest=sha256:dc3f805fd70452bc6a5658828994f6a2d0b7b27ae8acfb79c0dc9aa42a73544c

Observation 027b4f30-a22f-4281-9271-061b715c7bcc · outbound

This paper cites This work was partially funded by a Google research award (11/2023).

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis This work was partially funded by a Google research award (11/2023)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:32.321259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:26.148273Z digest=sha256:730378933d9b6f3c60198493eb652f9afbf154277aeb5e5cf47bd04bb427b09f

Observation ab7b15dd-9064-48a4-b593-a83a87fad8c9 · outbound

This paper cites Cmu wilderness multilingual speech dataset,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Cmu wilderness multilingual speech dataset,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:31.404796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:26.742493Z digest=sha256:691b756553249d730a55f7606b688984db40e5933ec9b836b050a9d4a99020e8

Observation 86a121d7-422a-40da-86a4-9c12d8eed7b6 · outbound

This paper cites Speech recognition challenge in the wild: Arabic mgb-3,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Speech recognition challenge in the wild: Arabic mgb-3,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T14:00:26.224154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:00:26.224154Z digest=sha256:640d95327579f8e02eb344b78b158523577d4715ba64a559757d3406a30982a7

Observation 5ee82de3-d52f-495f-a59d-c9f82452c7e5 · outbound

This paper cites QASR: QCRI aljazeera speech resource a large scale annotated Arabic speech corpus,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis QASR: QCRI aljazeera speech resource a large scale annotated Arabic speech corpus,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:32.148453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:26.295851Z digest=sha256:0cb9e5280d4b2fa3a653e8d35903f103195a82044c330524dfa4535ebd94e2ff

Observation e69c566f-2255-4adc-82e5-6b2a1379ae4b · outbound

This paper cites Masc: Massive arabic speech corpus,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Masc: Massive arabic speech corpus,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:31.972932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:26.415432Z digest=sha256:f92f9d89a075dfe1ad0a3f8ee80a6fc6f858b08cb12615af15ddbc80ab4b6f89

Observation 053ef7d6-8f61-4a79-bc8f-df7c3f39f83b · outbound

This paper cites Diacritic recognition perfor- mance in arabic asr,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Diacritic recognition perfor- mance in arabic asr,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:31.748774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:26.475402Z digest=sha256:232ced07ac81af5a567c90aa5bec01515f8972b9968a89cff736545208719af1

Observation 9112c2e5-c618-47fe-ad9a-eb3823aa28cf · outbound

This paper cites Automatic restora- tion of diacritics for speech data sets,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Automatic restora- tion of diacritics for speech data sets,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:31.573106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:26.595759Z digest=sha256:47a9fffb45d7316c116e2050322776274b0caac7e4ad5dc48047e96cb9ee01d2

Observation dd85b093-b194-469c-afc5-51f7b77b07cf · outbound

This paper cites Clartts: An open-source classical arabic text-to-speech corpus,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Clartts: An open-source classical arabic text-to-speech corpus,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:31.492215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:26.674924Z digest=sha256:a9bdfa783f5247fe4914351432e10f83bf211b197913cf00c5f27c0ad9a9b6a3

Observation 53a911d2-71d0-4978-a8aa-4c5e4be5be7b · outbound

This paper cites Robust speech recognition via large-scale weak supervision,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Robust speech recognition via large-scale weak supervision,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:30.089431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:27.682750Z digest=sha256:8f8299cdb41b0b3e51a5ead40b761fece45da6bab5f4ca6f07de860f315e5787

Observation 9ef20df5-6677-456b-8174-27a1f6c87197 · outbound

This paper cites ArzEn: A speech corpus for code-switched Egyptian Arabic-English,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis ArzEn: A speech corpus for code-switched Egyptian Arabic-English,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:31.239238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:26.831943Z digest=sha256:a3b47d6a048e68d0d47202ee32b124f7e5a2c12238fbbbb488dfa792c482d4ef

Observation 1e8c6ac5-a457-4e26-8358-c331085d93d5 · outbound

This paper cites V oxblink: A large scale speaker verification dataset on camera,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis V oxblink: A large scale speaker verification dataset on camera,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:31.089268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:26.916277Z digest=sha256:03277ae53afe1460e2ed170ac3cddb03213f3721d66ca39da5cd4be7e35c04dd

Observation 65af7c26-2278-48fa-9ce9-047a8ad23143 · outbound

This paper cites Modern standard arabic phonetics for speech synthesis,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Modern standard arabic phonetics for speech synthesis,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:30.900960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:27.019303Z digest=sha256:6c21bece5f8b5f7fbe6f70157109718df34e65274f9e8bfb532f018e15a79d85

Observation f620d47a-d187-42f4-93e0-6e13081bcf3c · outbound

This paper cites Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T14:00:28.199944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:00:28.199944Z digest=sha256:ee1f7ebcc74e9fdd8ec6b9cd369db4cd3b27c632e7660ac4034d6b59cf0c7705

Observation ffc5d9f1-5ed1-4090-880c-fae2b0018c2f · outbound

This paper cites Tashkeela: Novel corpus of arabic vo- calized texts, data for auto-diacritization systems,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Tashkeela: Novel corpus of arabic vo- calized texts, data for auto-diacritization systems,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:30.602628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:27.241330Z digest=sha256:f38731382e66ba48a8e1544cfff648c972912d2bb2da4ac3ba1e25f4ceb272f4

Observation 4f860300-c013-4d5e-93cc-f81f59662c3d · outbound

This paper cites We also fine-tuned KNN-VC [21], a non-parallel VC model that converts source into target speech by replacing each frame (a) VITS (w.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis We also fine-tuned KNN-VC [21], a non-parallel VC model that converts source into target speech by replacing each frame (a) VITS (w

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:32.690016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:25.989216Z digest=sha256:19f122280f3e5722f78b49ad2c112e638dcc9461dd0cc6bd1a174cc08e815848

Observation ba7c7e28-106d-4fb4-a4b0-37b977092f62 · outbound

This paper cites Comparison of topic identification methods for arabic language,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Comparison of topic identification methods for arabic language,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:30.443055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:27.415410Z digest=sha256:bf4b367a2a242db250f72d147dd952b19ed7991f4a16899c4e7fc7923ede5aad

Observation 595761de-0765-4661-924a-299b8c43c8dc · outbound

This paper cites STTATTS: Unified speech-to-text and text-to-speech model,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis STTATTS: Unified speech-to-text and text-to-speech model,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:30.288429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:27.583427Z digest=sha256:5277549557bd92b1a98f82e7bb7d2fcec49084e6e7598534917d3c1ce132447c

Observation 25212192-0b16-4a2a-86c8-024f93293fcf · outbound

This paper cites ArTST: Arabic text and speech transformer,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis ArTST: Arabic text and speech transformer,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:29.737572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:27.836847Z digest=sha256:05907ffccd4fa80a6e57b489e1c22db498ea7d53b9fffdb17d9118769e4c3d1f

Observation 15679c2d-fd08-41d1-87b3-e00a189b3c50 · outbound

This paper cites Fast conformer with linearly scalable attention for efficient speech recognition,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Fast conformer with linearly scalable attention for efficient speech recognition,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:29.484852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:27.957211Z digest=sha256:e06d28a383c3ba26b9e4e53d6927f3f8d19d9c5ebcb281390df270659f55a89a

Observation 68242d48-3888-4ae0-a34e-f2e53dc222d1 · outbound

This paper cites Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T14:00:28.076071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:00:28.076071Z digest=sha256:33cd7582d4320958ccf071b1374bb15731f3ecdf610a0be48ff91bc1665f4cff

Observation ca834ef0-2608-411c-8690-a878ddb3dd7e · outbound

This paper cites AAS-VC: On the Generalization Ability of Automatic Alignment Search based Non-autoregressive Sequence-to-sequence Voice Conversion.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis AAS-VC: On the Generalization Ability of Automatic Alignment Search based Non-autoregressive Sequence-to-sequence Voice Conversion

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:00:28.372172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:00:28.372172Z digest=sha256:ee7e14ce45c1bd1c1e7262460b651f945eaab49fdd2f30b0f936cc31366e6481

Observation 6b959bc7-994d-4b22-8339-aeb77a222c66 · outbound

This paper cites Parallel wavegan: A fast waveform generation model based on generative adversarial net- works with multi-resolution spectrogram,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Parallel wavegan: A fast waveform generation model based on generative adversarial net- works with multi-resolution spectrogram,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:29.248170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:28.521972Z digest=sha256:b4d6c4eb95a8bdcc98028da42432f5ebd1f4568211be1a7998e5fd22a5026d09

Observation cf97cd27-ac38-4b85-983d-b3806904a469 · outbound

This paper cites V oice conversion with just nearest neighbors,.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis V oice conversion with just nearest neighbors,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:29.075673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:28.634322Z digest=sha256:c478a57179229141f074e32586ee818e71e0e8844cbabe3761834ff6260ef628

Observation a26d98ca-5205-48f0-99ea-61164e471c45 · outbound

This paper cites Available: https://eprints.soton.ac.uk/409695/.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Available: https://eprints.soton.ac.uk/409695/

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:00:30.781759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:27.112518Z digest=sha256:d43ee2cb72640442a53cad46388a2e8376e2e17941722dbfccb43ceae6b387e1

Pith citing papers

Observation b3b01c96-e5a6-431e-a440-48ac43f529a0 · inbound

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis cites this paper.

ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T14:00:28.939908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T14:00:25.595644Z digest=sha256:8ffce67785dcbcb2d50d857eab5ff35a50b957e35788ce5d85961efc20a5ef59