Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T12:35:02.310538Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2501.16542.
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 2026-08-10T12:35:02.310538Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 85a3852a-957d-4274-9a2b-e7d27eafb272 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification X-vectors: Robust dnn embeddings for speaker recognition,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 69fdf2df-859d-48d8-86c6-2a745a484876 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification BUT System Description to VoxCeleb Speaker Recognition Challenge 2019
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2af674d3-cfd1-4a23-8f45-818e1a6d9147 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0d520691-329a-4c69-9cdd-5c2f536476bb · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Deep speaker embedding extraction with channel-wise feature responses and additive supervision softmax loss function
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4c64aab6-9617-4d20-ae83-6fccf7ec50fc · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Frequency and temporal convolutional attention for text-independent speaker recognition,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4f51c61c-a466-414c-a3e2-bac613aace72 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Multi-Frequency Information Enhanced Channel Attention Module for Speaker Representation Learning,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6cb61983-4103-45c2-923e-dd3104997895 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Simple attention module based speaker verification with iterative noisy label detection,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1cc9849b-8ce6-41f2-90ae-4df1c907a485 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification S-vectors and tesa: Speaker embeddings and a speaker authenticator based on transformer encoder,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 20395f91-b49f-43e3-8b9b-387cc61d1476 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification MFA-Conformer: Multi-scale Feature Aggregation Conformer for Au- tomatic Speaker Verification,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9625136a-50a8-4cd7-af8e-b6375e656a33 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Improving transformer-based networks with locality for automatic speaker verifica- tion,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7af7a7fc-352e-4bcf-8cec-6ab0ae37d26c · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Unispeech-sat: Universal speech representation learning with speaker aware pre-training,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 13faa91c-e61d-44a9-8830-b70158829011 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Contrastive self-supervised learning for text-independent speaker verification,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3ecd39c2-1ff8-4ed9-bc30-c29810a6125e · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Self-supervised speaker verification with simple siamese network and self-supervised regularization,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ce559160-0546-42ad-bbd2-9043005f105e · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Generative adversarial speaker embedding networks for domain robust end-to-end speaker verification,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 64d972b0-3c68-4e18-91ec-0a3fbb5f0674 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Cross-domain adaptation with discrepancy minimization for text-independent forensic speaker verification,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 444ca5bd-8982-4e19-a6f0-f4fba01537aa · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Deaan: Disentangled embedding and adversarial adaptation network for robust speaker representation learning,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 37f15214-09a9-4f59-9f93-0f67c29b43d8 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Speaker recognition by machines and humans: A tutorial review,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1d76b549-742a-4094-b085-281f7b3d225c · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Speaker verification with short utterances: a review of challenges, trends and opportunities,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0b838abb-5c2d-4eba-9b0e-78ab89e2fc0f · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Open-Set Short Utterance Forensic Speaker Verification Using Teacher-Student Network with Explicit Inductive Bias,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8898b0c3-6a80-4049-9d9d-d5fe3414d609 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Multi-source domain adaptation for text- independent forensic speaker recognition,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8971fecf-2cee-4d46-a7e3-778381a39164 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Attention is all you need,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7e3f800e-52f8-4cea-a969-8909983b646d · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1f7c7081-3ef7-4312-848f-7bb5ad019b86 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Hubert: Self-supervised speech representation learning by masked prediction of hidden units,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 154ae312-4f5e-4f31-b068-83ddadde8558 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Wavlm: Large-scale self-supervised pre- training for full stack speech processing,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8442f761-86e5-4c42-8165-411377722c48 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Parameter-efficient transfer learning for nlp,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1d95ea35-8f15-40e2-be2e-7a48df6a7f66 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Efficient adapter transfer of self- supervised speech models for automatic speech recognition,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a41dd757-ebb7-4640-a891-8fcec30885e6 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children’s ASR,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7c6fb5c0-64c9-483d-a292-d8cf0a3e2fef · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Chapter: Exploiting convolu- tional neural network adapters for self-supervised speech models,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3924c716-5d31-4e9d-b932-38bb1ff08d81 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Efficient adapter tuning of pre-trained speech models for automatic speaker verification,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 30994496-c32d-42b0-8a9e-73c5d44d14a9 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Pre- train, prompt, and predict: A systematic survey of prompting methods in natural language processing,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 643ecb0f-ef7e-4d26-ab67-a2b65744cb00 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Prefix-tuning: Optimizing continuous prompts for generation,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 401a6719-c876-48a4-a93d-9ffdf7ab543e · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification The power of scale for parameter-efficient prompt tuning,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d9d89f5c-c8c9-41c1-90f6-bb282ecfbca5 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Unipelt: A unified framework for parameter-efficient language model tuning,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fefdc62e-a9b6-489f-8f91-30d2f4e02a76 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Parameter-efficient transfer learning of pre-trained trans- former models for speaker verification using adapters,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7c86c8ce-3f76-4e2c-8bca-12d16c3869ec · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification wav2vec: Unsupervised Pre-Training for Speech Recognition,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b91baee9-af3e-401d-862f-2f95bd40e414 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Towards a unified view of parameter-efficient transfer learning,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7df9a186-790b-4b0a-893b-202f6850f8c0 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Vl-adapter: Parameter-efficient transfer learning for vision-and-language tasks,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 11e1aa94-9454-4727-a0fc-0fcabaa6671f · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Adapt- former: Adapting vision transformers for scalable visual recognition,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b4593ace-14c5-47d8-8641-f77425e80c01 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4885fc2d-ad2e-498e-b5c4-839ab7c044e3 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Adapt-and-Adjust: Over- coming the Long-Tail Problem of Multilingual Speech Recognition,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8b4576f4-91b2-4d72-b8f0-f902113cf809 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Exploiting adapters for cross-lingual low-resource speech recognition,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 81ff481a-65fb-47d9-b804-5092a723604d · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Parameter efficient transfer learning for various speech processing tasks,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3299e1a5-a752-431c-a986-3b34a7e3d027 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Language models are unsupervised multitask learners,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d9bf67e-2807-4349-ac5d-e3d4f9d639bd · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Language models are few-shot learners,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a16ea2ac-c48d-4d2a-a2aa-21317d93527e · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification GPT Understands, Too
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 932e1be5-01e4-42b7-a375-3ce9c22b2516 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification P-tuning: Prompt tuning can be comparable to fine-tuning across scales and tasks,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6f10ee25-32d1-46ca-a19c-e49b1b509b02 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Visual prompt tuning,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5b27a963-e84a-4872-a40f-ec5fde3d6528 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Learning transferable visual models from natural language supervi- sion,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 58458dde-52a8-49e1-bd11-393b230ff054 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Learning to prompt for vision- language models,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 075bdb58-f702-4b6f-a3d3-4a9bcfa466cc · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e1bdc8f6-2db6-4f87-9948-300ae4b8451e · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea5cb3e8-5630-4696-941d-b658b9f4df27 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Integrated Parameter-Efficient Tuning for General-Purpose Audio Models
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4d8c09d5-39bd-4aa9-bec0-bd34ef22584d · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Ast: Audio spectrogram trans- former,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6acc96a5-f6a3-4edc-8424-0f80b10453be · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Dual parameter-efficient fine-tuning for speaker representation via speaker prompt tuning and adapters,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 85d30695-894f-4ddb-99a5-689bab1cd62f · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification SUPERB: Speech Processing Universal PERformance Benchmark,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 21e844c3-7ccf-448d-84f2-e201266b855f · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification V oxceleb: A large-scale speaker identification dataset,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3c5dd04b-1757-49aa-8a0e-cd969cf691bc · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification V oxceleb2: Deep speaker recognition,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b920f111-5e02-43fb-8da3-84f47736cff9 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Cn-celeb: a challenging chinese speaker recogni- tion dataset,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bffc105d-928c-43c5-992f-d4d8a7cd9c01 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Understanding the difficulty of training deep feedforward neural networks,
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9017eaf-de80-4f94-a7c8-6d032c0c8cc5 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Adam: A Method for Stochastic Optimization
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2292dba1-c3bc-41c8-aa35-96cfd4b3ee44 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification Arcface: Additive angular margin loss for deep face recognition,
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5d1f767-50e1-475c-9571-3fc04f000d06 · outbound
UniPET-SPK: A Unified Framework for Parameter-Efficient Tuning of Pre-trained Speech Models for Robust Speaker Verification LoRA: Low-rank adaptation of large language models,
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.