Pith. sign in

Paper Citation Record · LEDGER

Voice of a Continent: Mapping Africa's Speech Technology Frontier

As of 8 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2505.18436.

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

pith.paper-citation-record.v1
2505.18436 v3

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:34:18.626903Z

measured 57 of 57 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 2026-08-03T09:37:05.384031Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact16
  • verified fuzzy1
  • unresolved39
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 919d915c-75ec-4f5d-990b-0e7a92ce298c · outbound

This paper cites online" 'onlinestring :=.

Voice of a Continent: Mapping Africa's Speech Technology Frontier online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:17.863822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:17.863822Z digest=sha256:af700fbfb01b317d7bded9fd8cf159a1137b172cf24931c2fed0ddb3992b7c17

Observation 502ff82b-e4b0-4551-bf6a-ce2ffa200419 · outbound

This paper cites write newline.

Voice of a Continent: Mapping Africa's Speech Technology Frontier write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:17.938110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:17.938110Z digest=sha256:ba8ae7e6874f01480eb3ee41bb441c3a360aba195c7aa64fc8c4d834c75d5d8f

Observation e4648ec5-b22c-488e-93ea-a1e5294976a3 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.009879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.009879Z digest=sha256:a4a99da327358e5c4a9824061231f10e075f8d8df89a21bd672aa558aa0d0fbc

Observation 3f73ecca-dbbe-4a24-90ff-35ee1356d4a8 · outbound

This paper cites Cheetah: Natural Language Generation for 517 African Languages.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Cheetah: Natural Language Generation for 517 African Languages

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:34:20.659149Z

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=arxiv_source observed=2026-08-07T14:34:18.071290Z digest=sha256:201fca45d17a5424f3f59285380edf5b1a8ffc29db8b11166066001d91930db2

Observation 1c4c5657-f8e8-4416-9617-2634111195dc · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.091142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.091142Z digest=sha256:afb82464030249ddb4361af47921cf2a71e9125ca7cefc0e3afc92fbbd7c8496

Observation 8c4775ea-420c-465d-9bf9-a88553c2d95b · outbound

This paper cites SERENGETI: Massively Multilingual Language Models for Africa.

Voice of a Continent: Mapping Africa's Speech Technology Frontier SERENGETI: Massively Multilingual Language Models for Africa

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:34:20.564293Z

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=arxiv_source observed=2026-08-07T14:34:18.192933Z digest=sha256:2f49dd04b13343cd9a59c38395a269b59a45dc66a9e50630701f62360a6c4594

Observation 16b10f3e-65e6-4458-8328-e7ae55ee130d · outbound

This paper cites Where Are We? Evaluating LLM Performance on African Languages.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Where Are We? Evaluating LLM Performance on African Languages

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:34:20.408239Z

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=arxiv_source observed=2026-08-07T14:34:18.273300Z digest=sha256:96ee0188bc0aa93e121a5ed0af0f329c320c2724b527d77cbf68820219aabe23

Observation 7dded56b-9faf-4e4b-baab-5cec104c30b3 · outbound

This paper cites IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models.

Voice of a Continent: Mapping Africa's Speech Technology Frontier IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.329099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.329099Z digest=sha256:5d35624a15c1003da4f4ff2c92f28f9d5207afff815bff15a92d529d995bab84

Observation 2939bea9-dc1a-4114-b81b-3a3cf4f0bbeb · outbound

This paper cites AfriHuBERT: A self-supervised speech representation model for African languages.

Voice of a Continent: Mapping Africa's Speech Technology Frontier AfriHuBERT: A self-supervised speech representation model for African languages

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:34:20.184116Z

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=arxiv_source observed=2026-08-07T14:34:18.351857Z digest=sha256:1975d18ed7f84552965b6c0c9b02c60ea0f7822274ce91bb4f84d016d80359f1

Observation 04ac9099-c93e-494c-8c30-965c8da28b1c · outbound

This paper cites Automated Driving Without Ethics: Meaning, Design and Real-World Implementation.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Automated Driving Without Ethics: Meaning, Design and Real-World Implementation

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:34:19.937183Z

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=arxiv_source observed=2026-08-07T14:34:18.379035Z digest=sha256:95a47a0f3dc7dab8ea13bb8ca92bfdeb7b6d81c9503f993e3cd8b026f1f77000

Observation ac88d434-dfbc-4d26-ae31-9d75e8a64607 · outbound

This paper cites Asamoah Owusu, A.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Asamoah Owusu, A

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:34:24.686097Z

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=arxiv_source observed=2026-08-07T14:34:18.384687Z digest=sha256:38cf4595b53bcfd8a7b1141ed8dbc66a36087c7f0b86f729941b318bce938ab7

Observation 49925917-4323-4b5a-baf1-62b5710507f0 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:24.527668Z

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=arxiv_source observed=2026-08-07T14:34:18.389213Z digest=sha256:4b13736ebf2099718019b4de10ab81e5ad9b5c43a0778ac249e85a1000cc0ce9

Observation e7c41925-09f5-4d9f-88e0-9632e1757e8e · outbound

This paper cites Davel, Charl van Heerden, Febe de Wet, and Jaco Badenhorst.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Davel, Charl van Heerden, Febe de Wet, and Jaco Badenhorst

Reference 13

Resolution
verified exact
raw_fallback, observed 2026-08-07T14:34:19.781458Z

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=arxiv_source observed=2026-08-07T14:34:18.393629Z digest=sha256:d0755efde81cd4756e2c73dd0ebd38576f8a170286b909c5656997cbf6fd23c7

Observation a1343760-1ca4-48ce-8160-a9d0a149b4da · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 14

Resolution
verified exact
raw_fallback, observed 2026-08-07T14:34:19.565111Z

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=arxiv_source observed=2026-08-07T14:34:18.399758Z digest=sha256:53ff24ad83aebe6afc879207dbc57bae200096e4f6df66194da8165fba692ad3

Observation a526fc47-da8a-4e71-bf30-60b111e63ca0 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.405331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.405331Z digest=sha256:de1526f939ec1a74988ae32e543d0e66c54c5f6aa4d6585d41774e909b9b31ef

Observation 99b7e280-b3c6-437e-bd35-1647e307674d · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:24.347130Z

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=arxiv_source observed=2026-08-07T14:34:18.410226Z digest=sha256:f50fb387ee8cf17acba8e49785aa872c76f3e32d814746d8b9c9fafaba2f2828

Observation b4f45345-164c-4ceb-bafc-f2e76e9c576c · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:24.149908Z

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=arxiv_source observed=2026-08-07T14:34:18.414648Z digest=sha256:947f8cc02fa5abb63a2e3d2d83e62394eb077d5c990ca847f52431cda51626b8

Observation 1dfcbceb-5645-44bc-9a9c-85f7c4613f4c · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:23.939624Z

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=arxiv_source observed=2026-08-07T14:34:18.419639Z digest=sha256:f1b3f93b1cc3a2df841a7fa02d0ea874eeb999205b61922dbb777f9389f9d2f7

Observation 793499f6-7496-4bc2-b0ca-8a698dfd8080 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.424510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.424510Z digest=sha256:7c2d458f7433280856e50f9925b726d6696b7b56ab62fdd2f7733021e1c12524

Observation 361d5b18-6658-4d8a-b318-2349c31d9196 · outbound

This paper cites Recent Advances in Speech Language Models: A Survey.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Recent Advances in Speech Language Models: A Survey

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.428449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.428449Z digest=sha256:4d9849055927fb39179e3ebec772a4401845949c7a5abcd65670c94ab83d4aca

Observation 1c6a21ab-06e2-487d-8519-c147d0fb6eb7 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:23.763812Z

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=arxiv_source observed=2026-08-07T14:34:18.433856Z digest=sha256:fdfe1fcb36acb253dadda776c87df7cbc74c798c9a5f0aeb78e75e6746fa9f5e

Observation 8daae971-fef2-4a91-80ef-fa8deb035799 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:23.567768Z

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=arxiv_source observed=2026-08-07T14:34:18.438542Z digest=sha256:3a9fe10537c429f3b35c5fd1f0dab88a424164fa406272f6e057449742db44ac

Observation bc42093f-0a8f-474e-abff-6aa310b53b14 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:23.452014Z

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=arxiv_source observed=2026-08-07T14:34:18.448338Z digest=sha256:22fc10ad05f9e7faf8f35d2164631fc246ed495570acd5240edcb29dc3ede788

Observation 350160ad-7d7d-489e-96b3-63860deda669 · outbound

This paper cites Toucan: Many-to-Many Translation for 150 African Language Pairs.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Toucan: Many-to-Many Translation for 150 African Language Pairs

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:34:19.348777Z

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=arxiv_source observed=2026-08-07T14:34:18.452772Z digest=sha256:fc132559200898400da96b8e2218ea0e5e7f146773a5390613f4304345e8e86f

Observation 4256476a-306c-48e5-9d45-a58ecf0af813 · outbound

This paper cites Kallaama: A Transcribed Speech Dataset about Agriculture in the Three Most Widely Spoken Languages in Senegal.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Kallaama: A Transcribed Speech Dataset about Agriculture in the Three Most Widely Spoken Languages in Senegal

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:34:19.078591Z

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=arxiv_source observed=2026-08-07T14:34:18.458145Z digest=sha256:eb3a8eff31e978b701c6dac285a28f65d6431f62d957abd9b9cb315848e0fb6f

Observation 11011f12-a369-4fc7-aa9d-394d81d0c68a · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 26

Resolution
verified exact
doi, observed 2026-08-07T14:34:19.017729Z

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=arxiv_source observed=2026-08-07T14:34:18.463196Z digest=sha256:a59b75a63c81e2556e7302eda2c9ab372471783ef7d1bf13a8f2fbfa9c7d5fbe

Observation 01194775-11b9-43e2-af46-ad21d6478fe2 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:23.251001Z

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=arxiv_source observed=2026-08-07T14:34:18.469109Z digest=sha256:ae23920689e92bd907f4f78d4620e5d1e87ae6434e50062f124c8ac6949e3768

Observation 6452e0c6-29f3-4528-8b3e-f2c94e1f4dac · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.475139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.475139Z digest=sha256:036727ed8de092e5d4072556d4fc6c59317fe08ead2ff8c98f3d74346ca60fcf

Observation a2171133-c44c-4b1d-a0af-703369711a8d · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:23.047337Z

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=arxiv_source observed=2026-08-07T14:34:18.482436Z digest=sha256:b1545d1779d38107c6b0e44cc14fae663d08d829034bfe0050b1f144033135e9

Observation dfe600b8-10ea-4e0d-a04d-58e5ffc92897 · outbound

This paper cites BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus.

Voice of a Continent: Mapping Africa's Speech Technology Frontier BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.489389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.489389Z digest=sha256:717639b991ce96de6e89a870ef106b8f2d6e7262b1ca9ed520d2a80f4154f252

Observation 68a7c40c-ee3e-49f9-932c-c1c8de1f291a · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:22.844010Z

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=arxiv_source observed=2026-08-07T14:34:18.494805Z digest=sha256:357ea1ab7a5a11f280f31d651d7d4ce675599f5088b0206bd28b02bd51b09008

Observation 01f25c0b-5965-4470-b9a9-33d1626a041a · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:22.612029Z

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=arxiv_source observed=2026-08-07T14:34:18.501143Z digest=sha256:5e5885cfcbce9293c415a518aafdb4fb1c62d04b64bf13f5a033753709a0ab18

Observation 95e47848-83ab-4d3b-8e28-d73fc82b2f7a · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:22.418556Z

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=arxiv_source observed=2026-08-07T14:34:18.506378Z digest=sha256:8c7a0fdab0b381068d713137e5f78f855a47ba6f3c7897f8c02ab68e5a5b60cc

Observation 74c44db5-af59-450a-b3b0-e116dcd38649 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:22.238816Z

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=arxiv_source observed=2026-08-07T14:34:18.512943Z digest=sha256:48e4b0e479a2c3b09a26936f2bf39038c1dcf6b6ae45885fccf55c13f0015584

Observation 812f2863-4f50-47b0-adea-2b44f959f2ce · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:22.103977Z

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=arxiv_source observed=2026-08-07T14:34:18.519003Z digest=sha256:317ebd79b628e64f2d1feca77147639891ad7bc073d15153879d414cfc263351

Observation f88196b6-7bee-47c2-9b7f-d094fc7c57f5 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:21.935808Z

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=arxiv_source observed=2026-08-07T14:34:18.524326Z digest=sha256:58469d3029ea076fdf0a159d6753a03e0d1492abe81663918ae4c16e7f99dbb9

Observation 705f5df7-e438-4467-8cd7-138d77607c23 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:21.710754Z

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=arxiv_source observed=2026-08-07T14:34:18.528247Z digest=sha256:0aac2a450560aadf6d502373a9bc6d5b5a2502d0b99fda6e4c3c3f3d8f38cf39

Observation f8209ec9-e493-4320-a89b-60dc6320c9a8 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.533021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.533021Z digest=sha256:fabc70fb23c8c439048bb4f49d30b1542164158da3f1c7dab06dbdeaa0b7c3d3

Observation 3d556415-b36b-491d-ae64-268787e09a0c · outbound

This paper cites AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR.

Voice of a Continent: Mapping Africa's Speech Technology Frontier AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:34:19.283437Z

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=arxiv_source observed=2026-08-07T14:34:18.537475Z digest=sha256:e1436041360cb042a9275cee85e486e1528068512b0dafacb3078483eed2cb43

Observation cf798142-48a5-4f32-afa0-05fb299bdd04 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.544322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.544322Z digest=sha256:05705890690adf0b20f9711e1722ea70dccd3a5a676b4f6be38c5c737dfc565e

Observation a7e14d70-8e54-4c5c-819a-7d53e51ff5ca · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.548435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.548435Z digest=sha256:fd799a472ebb3a1ba502f456545109c7fd9f53e9231fdec17b1d306d708d2281

Observation 45bc7c5a-ea6e-42a6-9fb5-0ae484551652 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:21.465341Z

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=arxiv_source observed=2026-08-07T14:34:18.553597Z digest=sha256:c3f576f1681c30d87dffd81fe313b145b288c73e20947884f8807627c7cde0a5

Observation 669ef1d5-6dae-491c-9720-dd9879aa6fa2 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Robust Speech Recognition via Large-Scale Weak Supervision

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.559801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.559801Z digest=sha256:fcb5462221165566a7c16b72e5d26334b269e5a15d0a47887eb52084548e6c16

Observation 3eab912a-0c18-4de3-985e-a4c70fee48e7 · outbound

This paper cites AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages.

Voice of a Continent: Mapping Africa's Speech Technology Frontier AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:34:19.182676Z

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=arxiv_source observed=2026-08-07T14:34:18.565075Z digest=sha256:b9254fd0eebe6b02a8447915aaeddb090794c6d2ecd2b56fc35b09dd03c5859e

Observation 1bad0d73-0564-460d-9012-3b8877bde113 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:21.332389Z

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=arxiv_source observed=2026-08-07T14:34:18.569790Z digest=sha256:93bda2f47dce0452eb124e94355086469c3ddd014668bd85792e4517f3776026

Observation 4e49077f-5bcf-495b-b30b-cd2abfc7bc20 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 46

Resolution
verified exact
doi, observed 2026-08-07T14:34:18.961384Z

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=arxiv_source observed=2026-08-07T14:34:18.573934Z digest=sha256:a4af2b9fca234c4581a0c6a3fa1d461dff278f29925deda415dfe0103d4bbf6f

Observation b420b253-18c1-4323-9e67-142e0e723869 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:21.213700Z

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=arxiv_source observed=2026-08-07T14:34:18.578746Z digest=sha256:22de0ce760ae20955ddc51da1ac9abde3558308a09d5d8584638ba5a17b4b2fe

Observation 493e801f-829c-4f1d-9a6d-04e6d06cc7db · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 48

Resolution
verified exact
doi, observed 2026-08-07T14:34:18.918065Z

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=arxiv_source observed=2026-08-07T14:34:18.583394Z digest=sha256:d90c1cc34f1b9112fc51d632dbdb03debe4d4db2a618e4032abe63cea32aeda5

Observation 5bec8f70-ec33-450f-9108-89f643b7abd0 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:21.131712Z

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=arxiv_source observed=2026-08-07T14:34:18.588407Z digest=sha256:0c7f75cb8517236b8aa71c83b9a96031f7b912c2fa1e106faa0abf61e56da58a

Observation 7090b4b6-b995-44be-8b70-bbeffc3505eb · outbound

This paper cites VoxLingua107: a Dataset for Spoken Language Recognition.

Voice of a Continent: Mapping Africa's Speech Technology Frontier VoxLingua107: a Dataset for Spoken Language Recognition

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:34:18.868556Z

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=arxiv_source observed=2026-08-07T14:34:18.593591Z digest=sha256:7c1f05cf7f6dc8c35a812f44b964c27401508613548aa7029b26984120a618e8

Observation c00789e4-7688-4313-b493-6f8f3cacc798 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:20.960391Z

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=arxiv_source observed=2026-08-07T14:34:18.600231Z digest=sha256:b3e8d9eb58baf28584b92f31833f6ccb3f173392e62b1e9c22b3b094dd328ab2

Observation cee21dd2-acaf-44ac-9e6b-f7d8fca98596 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 52

Resolution
verified exact
doi, observed 2026-08-07T14:34:18.744093Z

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=arxiv_source observed=2026-08-07T14:34:18.604644Z digest=sha256:145ada0e833be3d1a9a0286d007bb3b3f8d27d6fe6b6bcf3a7e71cb781805be1

Observation 53839429-8c4d-48d1-9a08-4769117edb0d · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:34:20.824522Z

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=arxiv_source observed=2026-08-07T14:34:18.613546Z digest=sha256:edd8bcff4b2c30e32974a244cef81e8bd1253e3eb4cbd08216134dc4e1cc8dc0

Observation b4a7b76f-62c7-47e6-acc2-56237a249dea · outbound

This paper cites AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages.

Voice of a Continent: Mapping Africa's Speech Technology Frontier AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.618295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.618295Z digest=sha256:1a6fd57280850035ca53b42c4cce98f44c013dadfa0c21a03ec673c59bda6bf5

Observation 9c5a3565-3581-4ac2-9ab4-67b93f5fbfd6 · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.622822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.622822Z digest=sha256:5a3a3d268b02da87dadc636ba55350470baac9d4b101b12c068e6a5841787e0d

Observation 67e18dd2-bbba-4646-afb4-f219923768cd · outbound

This paper cites an unresolved cited work.

Voice of a Continent: Mapping Africa's Speech Technology Frontier Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T14:34:18.626903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:34:18.626903Z digest=sha256:86343765f63db59738985ea3c7a494ab438d8693c220d7db5fe07f574a89a754

Pith citing papers

Observation b89c1fff-d19f-4121-ac8a-573412c6e729 · inbound

AfroScope: A Framework for Studying the Linguistic Landscape of Africa cites this paper.

AfroScope: A Framework for Studying the Linguistic Landscape of Africa Voice of a Continent: Mapping Africa's Speech Technology Frontier

Reference 218

Resolution
unresolved
no resolver link, observed 2026-08-03T09:37:05.384031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T09:37:05.384031Z digest=sha256:d37725bb59b2eb31ce886906b20bd2a766127ceec32f93a89c505291d4b9cc59