Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-24T21:51:21.835823Z
Paper Citation Record · LEDGER
As of 15 July 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:1907.06111.
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 2026-05-24T21:51:21.835823Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-14T06:31:01.685423+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 f4db089e-5d08-4f0e-a6b3-983e85c9d887 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Front-end factor analysis for speaker verification
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation cf00f2c3-8bb1-43a8-8625-47c26a6f3fc4 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Probabilistic linear discriminant analysis
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation fc488144-90b5-47f0-ade1-724ca970f10d · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Well- calibrated heavy tailed Bayesian speaker verification for microphone speech
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 7940162a-f6bd-47f2-adb2-0ea2caf03b92 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors The NIST speaker recognition evaluation–overview, methodology, sys- tems, results, perspective
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation cfc0edbc-e280-48eb-8c4d-53bfa21c0804 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors X- vectors: Robust dnn embeddings for speaker recognition
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation cc776145-030b-478a-8683-d2d81c46da69 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Speaker recognition for multi-speaker conversations using x-vectors
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 30e56f44-1ff5-4944-af2d-32efe60372e8 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text-dependent speaker recognition using PLDA with uncertainty propagation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 7fe64759-0519-4389-a515-b69c46b0d9d0 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors PLDA for speaker verification with utterances of arbitrary duration
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation e44309f5-8b21-4b98-96e5-bcb111a9f877 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors On the use of i-vector posterior distributions in probabilistic linear discriminant analysis
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 350a27eb-a891-4489-8876-3084455d1b00 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors The 2nd automatic speaker verification spoofing and countermeasures challenge (asvspoof 2017) database
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 28a52caa-1d08-4fd7-9f18-23558811c746 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 6c6237c2-f242-4fb6-b679-98d3eae08559 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text-dependent speaker ver- ification: Classifiers, databases and RSR2015
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ccc265ac-6c8b-4383-afe5-06bff8ff6beb · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors The RSR2015: Database for text- dependent speaker verification using multiple pass-phrases
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 926165ab-59da-430f-8987-de834812fa43 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Uncer- tainty modeling without subspace methods for text-dependent speaker recognition
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation c8a2458e-26a7-4f4b-8fa5-b66de05cfb47 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Deep neural networks and hidden Markov models in i-vector-based text- dependent speaker verification
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation c211f5f1-300e-4faa-8a7c-885067451226 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors HMM-based phrase-independent i-vector extractor for text-dependent speaker verification
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 0accd1bc-1cf7-4493-a197-44ba1f961a8c · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Telephony text- prompted speaker verification using i-vector representation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 834dddc2-f5fd-4a34-9e52-d3beaa1464d4 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Self-attentive speaker embeddings for text-independent speaker verification
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation aca61242-5b65-4382-a0ed-1c1fd29ed5b5 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Angular softmax for short-duration text- independent speaker verification
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 1356320d-2a35-40b4-b7f0-e2b4eb585210 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text dependent speaker verification using a small devel- opment set
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ab49beee-3f37-44ac-a4fe-c853fbe46a6c · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text- dependent GMM-JFA system for password based speaker verification
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation bd724173-510e-4bf2-8702-7bbc6a4df6ae · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors An i-vector backend for speaker verification
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 2bd61801-46ff-456f-87e1-fb47c2531cda · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors JFA for Speaker Recognition with Random Digit Strings
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 9730ec03-fd6d-4419-a9d6-e23559ba9aa1 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text dependent speaker recog- nition with random digit strings
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 0d251b56-e903-467b-884c-8910df37aab3 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Fast scoring for plda with uncertainty propagation via i-vector grouping
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation a5f23adc-8c99-43f3-9c3b-91fda999e511 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Fast scoring for plda with uncertainty propagation
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 3d68a90a-d12d-4315-bc12-35084a53525b · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Uncertainty propagation for noise robust speaker recognition: the case of NIST-SRE
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation e70977fc-6d35-4cd7-940f-d192daaffaa2 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Accounting for uncertainty of i-vectors in speaker recognition using uncertainty propagation and modified imputation
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 52cf21a3-0c75-4fa4-9c1d-b84d0aaea6a1 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Uncertain LDA: Including observation uncertainties in discriminative transforms
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 71101457-0344-4357-bc40-6e24685dea56 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Speaker and channel factors in text-dependent speaker recognition
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 1056d454-b51b-48b0-aab3-9a707c7e7a09 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors SUT Submission for NIST 2016 Speaker Recognition Evaluation: Description and Analysis
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 79e240bc-9b75-4fde-a7d5-1fe5647c58c6 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Librispeech: an asr corpus based on public domain audio books
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 96d5ec99-d78f-4717-a3b8-40fd70482835 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Dnn i-vector speaker verifi- cation with short, text-constrained test utterances
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 6027b09c-fd51-4782-92c9-064f5ab77e3a · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors But 2014 babel system: Analysis of adaptation in nn based systems
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation f1c9d593-cca6-499b-ad6d-6c06f82f2b98 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Text-dependent speaker verifi- cation based on i-vectors, neural networks and hidden markov models
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation a2be70e7-c618-4a0b-a924-17e721e86cc1 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors MSR identity toolbox v1. 0: A MATLAB toolbox for speaker-recognition research
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 8e492ed4-174e-4785-97b2-d01839e224d7 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Analysis of i-vector length normalization in speaker recognition systems
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 6a61fa2a-c608-466a-9c80-86977607dec0 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors The speakers in the wild (sitw) speaker recognition database
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 5447cb2f-e9a0-44f9-8e96-4b17aa39309a · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors VoxCeleb: a large-scale speaker identification dataset
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 77e885ad-176c-4370-8df6-385b27ae1cba · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors VoxCeleb2: Deep Speaker Recognition
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation f91951a5-cbfe-468e-8f22-f58380656601 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Speaker verification using end-to-end adversarial language adaptation
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation cd572449-f182-4e6d-82d7-0312fb9f2ef2 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Cycle-gans for domain adaptation of acoustic features for speaker recognition
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation dfdfa6d5-80f9-4ad5-b7aa-3c9d9f11411b · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors A novel scheme for speaker recognition using a phonetically-aware deep neural network
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 00145bfc-9329-4502-9fb6-b005c5249cd8 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors The reddots data collection for speaker recognition
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 490377f1-c72a-4fac-989c-cfd6b47a70cc · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Analysis and opti- mization of bottleneck features for speaker recognition
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 7028bf49-50aa-4342-9e71-41b45d831e6a · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Tandem deep features for text- dependent speaker verification
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ae72f628-fd67-4c70-8f47-389ca61fa3d6 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors End-to-end attention based text-dependent speaker verification
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ce0ca3fe-67ad-4b70-acd1-3b48b17fbe40 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Attention-Based Models for Text-Dependent Speaker Verification
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 9cb6e761-c470-4094-80dc-d58eaabc1e50 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Exploring the Encoding Layer and Loss Function in End-to-End Speaker and Language Recognition System
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 63e18a96-f4d0-4422-a7fa-8bd0e0d3e447 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors End-to-end dnn based speaker recognition inspired by i-vector and plda
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ecd84726-0f32-4d09-b93a-bec20df85ac7 · outbound
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors Dropout as a bayesian approximation: Representing model uncertainty in deep learning
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
No inbound Pith citation observations are available.