Paper Citation Record · LEDGER

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS

As of 9 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2506.20190.

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

pith.paper-citation-record.v1
2506.20190 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:57:13.478117Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

27 of 27 outbound references displayed

verified exact3
verified fuzzy2
unresolved10
parse uncertain0
malformed identifier9
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dcdcf550-576f-49b6-9d69-d880bcb2704d · outbound

This paper cites In: The Speaker and Language Recognition Work- ECAPA-TDNN and x-vector Speaker Representations in Zero-shot TTS 11 shop (Odyssey 2018).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: The Speaker and Language Recognition Work- ECAPA-TDNN and x-vector Speaker Representations in Zero-shot TTS 11 shop (Odyssey 2018)

Reference 1

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T22:57:14.013109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79e30804-b4ea-4258-827c-3a0c0dfa0d2f · outbound

This paper cites In: Pro- ceedings of the 39th International Conference on Machine Learning.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Pro- ceedings of the 39th International Conference on Machine Learning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:15.488641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1b2d2f7e-dc7a-4966-8978-d0bb87a19090 · outbound

This paper cites IEEE Journal of Selected Topics in Signal Processing 16(6), 1505–1518 (2022).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS IEEE Journal of Selected Topics in Signal Processing 16(6), 1505–1518 (2022)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:11.883163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 935ae19e-30b5-4026-bd2e-e2f4ef26ce70 · outbound

This paper cites In: Interspeech 2018.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Interspeech 2018

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:57:15.474977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 830fd93b-1392-4659-924f-fc4aa5c13aed · outbound

This paper cites In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T22:57:15.253620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3a17af6a-3c5b-4c01-ba62-c89b53ee2cf2 · outbound

This paper cites In: Interspeech 2021.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Interspeech 2021

Reference 6

Resolution: verified exact; doi, observed 2026-08-06T22:57:13.905773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8f8f99be-926c-43cf-8b91-8725241c3c57 · outbound

This paper cites IEEE Transactions on Audio, Speech, and Language Processing 19(4), 788–798 (2011).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS IEEE Transactions on Audio, Speech, and Language Processing 19(4), 788–798 (2011)

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T22:57:15.175186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6d10d5ea-369c-43fe-a40c-c03b54bc0724 · outbound

This paper cites In: Interspeech 2020.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Interspeech 2020

Reference 8

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:57:15.461089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95f63967-11bb-49bf-90a7-8ff11f7c4738 · outbound

This paper cites In: Interspeech 2017.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Interspeech 2017

Reference 9

Resolution: verified exact; doi, observed 2026-08-06T22:57:13.794106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2d988177-1436-446b-ad36-1baba1b81a82 · outbound

This paper cites In: Interspeech 2024.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Interspeech 2024

Reference 10

Resolution: verified exact; doi, observed 2026-08-06T22:57:13.679056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 53f3e544-2e05-4303-b900-4bdea016a0e0 · outbound

This paper cites Clova Baseline System for the VoxCeleb Speaker Recognition Challenge 2020.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS Clova Baseline System for the VoxCeleb Speaker Recognition Challenge 2020

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:12.329772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0940b8b-4921-429d-a28c-b51fe3c67298 · outbound

This paper cites an unresolved cited work.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:57:15.447286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 739d65f2-47ac-4d0d-a81a-95c1d8181f80 · outbound

This paper cites In: ICASSP 2025 - 2025 IEEE International Con- ference on Acoustics, Speech and Signal Processing (ICASSP).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: ICASSP 2025 - 2025 IEEE International Con- ference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:12.456522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4cb917c-824f-4457-a74f-5ea7d9b94cea · outbound

This paper cites In: Proceedings of the 38th International Conference on Machine Learning.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Proceedings of the 38th International Conference on Machine Learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:57:15.432187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation efbbfec1-8a8e-4169-ba63-b131a0e2949b · outbound

This paper cites In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:12.612500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e56d121-3471-4b45-9b97-7ec6d9c5781f · outbound

This paper cites NeMo: a toolkit for building AI applications using Neural Modules.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS NeMo: a toolkit for building AI applications using Neural Modules

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:12.649504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a009d48-b309-4e81-b064-6ad3f7227ec4 · outbound

This paper cites Deep Speaker: an End-to-End Neural Speaker Embedding System.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS Deep Speaker: an End-to-End Neural Speaker Embedding System

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:12.715540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf09d33a-df7c-40e6-a9a8-ca3d6f15b5fe · outbound

This paper cites In: ICASSP 2024 - 2024 IEEE International Confer- ence on Acoustics, Speech and Signal Processing (ICASSP).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: ICASSP 2024 - 2024 IEEE International Confer- ence on Acoustics, Speech and Signal Processing (ICASSP)

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:12.777270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d3dbc89-4e8b-4ae4-8391-44f933e04eb0 · outbound

This paper cites In: Interspeech 2024.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Interspeech 2024

Reference 19

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:57:15.418329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95753752-5b24-41bb-8139-394b80530c4b · outbound

This paper cites In: Interspeech 2017.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Interspeech 2017

Reference 20

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:57:15.404751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 664becc3-b620-4857-b49e-de7a41e80e45 · outbound

This paper cites SpeechBrain: A General-Purpose Speech Toolkit.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS SpeechBrain: A General-Purpose Speech Toolkit

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:13.017759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 912b634f-1e15-439e-86fb-eda30e5f0d37 · outbound

This paper cites In: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:57:13.102600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06653492-a6f1-4307-83c1-941a41d0d7d0 · outbound

This paper cites In: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 23

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T22:57:14.668585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation abf5c6df-77a8-4447-8edb-be6bc1be2a17 · outbound

This paper cites In: 2018 IEEE International Conference on Acoustics, Speech and Signal Pro- cessing (ICASSP).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: 2018 IEEE International Conference on Acoustics, Speech and Signal Pro- cessing (ICASSP)

Reference 24

Resolution: malformed identifier; no resolver link, observed 2026-08-06T22:57:13.251550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b8ca7f-d98b-4656-af98-64037983aceb · outbound

This paper cites In: Interspeech 2021.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Interspeech 2021

Reference 25

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:57:15.390418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8107fb4c-19a4-4de8-84a7-e0d77c65c8fb · outbound

This paper cites In: 2022 13th International Symposium on Chinese Spoken Language Processing (ISCSLP).

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: 2022 13th International Symposium on Chinese Spoken Language Processing (ISCSLP)

Reference 26

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:57:14.325418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34107a15-b569-45c9-a99d-1ca332f19f68 · outbound

This paper cites In: Interspeech 2021.

An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS In: Interspeech 2021

Reference 27

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:57:15.376531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.