Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T04:41:55.073891Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2412.01195.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T04:41:55.073891Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9830a03b-2cd7-4905-a7f9-ec3ca4095c02 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Front- end factor analysis for speaker verification,
Reference 1
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Observation bdd23eed-625a-4190-99e2-953a9b3621f7 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Probabilistic linear discriminant analysis,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2066fc5b-1ed3-465f-a74a-c1ce55350c66 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Deep feature for text-dependent speaker verification,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2c291556-f8a3-429f-b8d1-3e7e473efa95 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification X-vectors: Robust dnn embeddings for speaker recognition,
Reference 4
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8b170c2e-eab2-4a92-8eab-be1df5098478 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Deep neural network embeddings for text-independent speaker verification,
Reference 5
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Observation b2ad5785-88bb-46a2-aebd-eee8bd55c36d · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Speaker recognition for multi-speaker conversations using x-vectors,
Reference 6
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Observation 892bb1d6-af85-4127-ab05-1a08e58b0671 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification BUT System Description to VoxCeleb Speaker Recognition Challenge 2019
Reference 7
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Observation f87a2402-a7c0-44bf-bf30-90f192c35a86 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Densely connected time delay neural network for speaker verification,
Reference 8
Source-reported events for the cited work
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Observation f98e5e8a-fd98-4f6d-91ab-430a27f519ef · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Ecapa-tdnn: Em- phasized channel attention, propagation and aggregation in tdnn based speaker verification,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9b3e72ad-0623-4a63-8977-d972844c7d2d · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Ecapa++: Fine-grained deep embedding learning for tdnn based speaker verification,
Reference 10
Source-reported events for the cited work
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Observation b0f69242-b943-4bc0-b29a-4d09ea75bd35 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification An effective deep embedding learning method based on dense-residual networks for speaker verification,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 76c52fd9-2a62-4827-844c-c28cb580e5fd · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Self-knowledge distillation via feature enhancement for speaker verification,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 809b695c-9a99-4952-8855-13a2190b6959 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Adaptive convolutional neural network for text-independent speaker recognition,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bafb2a08-21a3-4282-91f9-308c6fe344f5 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Df-resnet: Boosting speaker verification performance with depth-first design,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8b7b9866-a03d-40c9-b2bc-bcb6bf0d5860 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Depth-first neural architecture with atten- tive feature fusion for efficient speaker verification,
Reference 15
Source-reported events for the cited work
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Observation cfc59ab2-964e-427c-ae83-9a368ca8038d · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Mlp-svnet: A multi-layer per- ceptrons based network for speaker verification,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6c233823-5819-4848-bb29-42777875a23d · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Attentive statistics pooling for deep speaker embedding,
Reference 17
Source-reported events for the cited work
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Observation fcb50a5c-6cab-4b93-a4ad-cbcd691bf234 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Self-attentive speaker embeddings for text-independent speaker verification,
Reference 18
Source-reported events for the cited work
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Observation 9c7ae27d-f2e5-419b-8de2-85b00cdfa776 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Self multi-head attention for speaker recognition,
Reference 19
Source-reported events for the cited work
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Observation 7879d606-6713-4423-84ca-531dacb7e285 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Improving aggregation and loss function for better embedding learning in end-to- end speaker verification system,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e6485b1d-5578-40b6-9985-8f1fb588817d · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Revisiting the statistics pooling layer in deep speaker embedding learning,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 296d3e3a-c5af-4745-8459-b6d167fe6494 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification End-to-end text-independent speaker verifi- cation with triplet loss on short utterances
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4d363351-edae-4b83-814a-1bf2fe31cf08 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a4a3fdb8-ebda-48a4-8ed7-79fd52fd9611 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Real additive margin softmax for speaker verification,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7a4b9269-565d-4ac6-b21a-621866b430a0 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Deep residual learning for image recognition,
Reference 26
Source-reported events for the cited work
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Observation e8755960-cd58-4575-93dd-8cd9f5b138f0 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Attentive feature fusion for robust speaker verification,
Reference 27
Source-reported events for the cited work
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Observation 8fff76fe-4c10-48d3-ac41-785a5b2b767e · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Simple attention module based speaker verification with iterative noisy label detection,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 96b7a525-d2ac-4b4d-a7ad-8004b11e280f · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Dual path embedding learning for speaker verification with triplet attention,
Reference 29
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Observation ddcb79e6-aeed-47d5-85da-481884ec37da · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Repvgg: Making vgg-style convnets great again,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dc8dc349-124a-45c5-8038-4b312a527ce0 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification The SJTU X-LANCE Lab System for CNSRC 2022
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3df81298-dee6-4ad6-9b95-5c87a027a645 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification SJTU-AISPEECH System for VoxCeleb Speaker Recognition Challenge 2022
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0c879338-9f80-4eed-b228-8abaa291feee · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification UNISOUND System for VoxCeleb Speaker Recognition Challenge 2023
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6372ced0-43d4-47b2-b548-c814c5e3429d · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Learning representations by back-propagating errors,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e364951b-986b-4c57-be7f-407cfebda429 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification On the momentum term in gradient descent learning algo- rithms,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a6221c9-77d3-4b26-84ca-331fe3d3da25 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Adam: A method for stochastic optimization,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 02a3fa18-65f5-4094-b03c-69fe135ac293 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Decoupled weight decay regularization,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a00a94a5-ccbc-4f55-8a11-773a64130e6c · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Tensorflow: A system for large-scale machine learning,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 135cc4e9-4694-48d6-b29d-e1559a4b7752 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Automatic differentiation in pytorch,
Reference 39
Source-reported events for the cited work
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Observation 2b22e623-2e3c-4738-ba77-8103054275d0 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification AI and Memory Wall
Reference 40
Source-reported events for the cited work
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Observation d9fa9a0e-03de-4911-9628-e419d8695d1a · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Reversible neural networks for memory-efficient speaker verification,
Reference 41
Source-reported events for the cited work
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Observation 0178f7ae-3369-49fb-83f3-def8dc791c77 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Compiling machine learning programs via high-level tracing,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a9e7a823-55b9-4116-8c1d-33efa86a986a · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification The reversible residual network: Backpropagation without storing activations,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e8c35e1f-5faa-4422-b7f9-f218d7c5a806 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification 8-bit approximations for parallelism in deep learning,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e030be80-92f0-48a6-bd41-4760eec92251 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification V oxceleb: A large-scale speaker identification dataset,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 258b9362-4d32-4153-966e-65795490d930 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification V oxceleb2: Deep speaker recognition,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edd01b68-c139-49b9-bd5f-eae4ca28f959 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification The DKU-DukeECE Systems for VoxCeleb Speaker Recognition Challenge 2020
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e888337e-4355-44ad-9794-afeebdfddf1a · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification On-the-fly data loader and utterance-level aggregation for speaker and language recognition,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 313b3e6d-bac0-40a0-a6fc-af2672c8b84a · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification MUSAN: A Music, Speech, and Noise Corpus
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e57c9195-4fb7-4890-9b68-a68a43ac7dff · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification A study on data augmentation of reverberant speech for robust speech recognition,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 796f8a97-a271-4577-9385-a9793818b9ff · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Large margin softmax loss for speaker verification,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 106fc526-60a1-43a8-91ea-003a1ee94b85 · outbound
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification Towards reduced false- alarms using cohorts,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
No inbound Pith citation observations are available.