Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T06:48:34.521065Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2604.17000.
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 2026-05-10T06:48:34.521065Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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 f21dc049-00ca-45ef-a6f0-a9ac37a44a15 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Automatic speech recognition: A survey of deep learning techniques and approaches
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 64c3de88-b0d5-403a-93b8-164fd5f66ed5 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Towards controllable speech synthesis in the era of large language models: A systematic survey
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a026c533-225f-444b-b01e-446b06af3d54 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization A review on speech emotion recognition: A survey, recent advances, challenges, and the influence of noise
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9960f0ba-702a-4da8-9238-a7c51c1837f3 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Privacy in speech technology
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9d2b4200-063f-45b5-8a9c-03f8ce936286 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization The GDPR & speech data: Reflections of legal and tech- nology communities, first steps towards a common understanding
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 41b4ffc0-e769-488f-8837-b0284aaf9d0c · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization SynV ox2: Towards a privacy- friendly V oxCeleb2 dataset
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c4385be8-6bef-4507-a1a0-42e1715dbae4 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Review of methods for automatic speaker verifi- cation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b9cb170d-08a9-453c-ac1d-1f5e00dfbb4d · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization The V oicePrivacy 2020 challenge: Results and findings
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b3e8b22e-3d28-46ee-8b62-e3cd06f3fe1d · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization The VoicePrivacy 2024 Challenge Evaluation Plan
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 71857bcb-7d48-4c92-94c2-e6ae2a507e77 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Are disentangled representa- tions all you need to build speaker anonymization systems?
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d5a1a88b-b55a-42a2-8d6a-ac92d4cb003e · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization DiffVC+: improving diffusion-based voice conversion for speaker anonymization
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 24b42d3b-7b2d-4322-86fc-3400fad09614 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Anonymiz- ing speech with generative adversarial networks to preserve speaker privacy
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7559898f-6e3f-48b4-8b02-fe3c779356a3 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Exploratory evaluation of speech content masking
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 03a824ad-2f96-4152-8ec4-09f59cfd1955 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization En- hancing speech de-identification with LLM-based data augmentation
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4b0e9dff-4ffc-4c97-bc52-7655a769f549 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Privacy preserving encrypted phonetic search of speech data
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 12cad4f9-b18b-4b22-b308-fd9023f0344b · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization wav2vec 2.0: A framework for self-supervised learning of speech representations
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e9dbe229-2e9a-49a2-8233-1a86c2508c18 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization HuBERT: Self-supervised speech representation learning by masked prediction of hidden units
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0662f5df-7612-421c-938d-f9be4b7c45e0 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization WavLM: Large-scale self-supervised pre- training for full stack speech processing
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 28ba3b67-1227-41bc-86ba-fd02d01ee3c1 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Crepe: A convolutional representation for pitch estimation
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d6517283-60f0-4979-9b0d-ff4a2316d618 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization RMVPE: A robust model for vocal pitch estimation in polyphonic music
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4ad04f23-7fe2-4488-9953-3f25a8071a69 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization X-vectors: Robust DNN embeddings for speaker recognition
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 324e0b65-5cc1-4030-855f-36c65ee83417 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a002f551-9958-4bb9-b6eb-08748f5bc0e2 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization CAM++: A fast and efficient network for speaker verification using context-aware masking
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 88b1e8a9-c6b7-411c-886b-d54c762f3673 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Speaker anonymization using x-vector and neural waveform models
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 67ff41a4-6ecc-4f6b-9e9c-13e12891c30a · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Design Choices for X-vector Based Speaker Anonymization
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f349806d-3a77-49dd-bb15-999422075472 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Privacy and utility of x-vector based speaker anonymization
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cf9e1fb8-8248-41ce-a067-68048f8634e2 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Speaker anonymization using orthogonal householder neural network
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a3f5359b-b23e-4259-9a34-9eaf682e6a4a · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Speaker anonymization for voice biomet- rics protection using voice conversion and multi-target speaker voice fusion
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b366ddfc-fd03-42d7-8a33-15788f1de33a · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Speaker anonymization for personal information protection using voice conver- sion techniques
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b2b0edc3-5afd-4065-b4a9-12a0483eee7c · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization MUSA: Multi-lingual speaker anonymization via serial disentangle- ment
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d84da4e8-0ea2-4761-8f5f-a4a0f9785b2c · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Speaker anonymization using generative adversarial networks
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3e864f3e-574e-4cdb-84c3-df52a7c76bd3 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Flow matching for generative modeling
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a68560f9-fd0a-451f-9894-49c9176cafb4 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Content Anonymization for Privacy in Long-form Audio
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6958b4e8-d93d-4598-9f0d-2aa8653129bf · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization V oice privacy preservation with multiple random orthogonal secret keys: Attack resistance analysis
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c1ac7efa-89d2-4f0a-84c4-3205915fb2c2 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Speech privacy-preserving methods using secret key for convolutional neural network models and their robustness evaluation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1da82b80-82a8-4a3b-a193-291940306b65 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization V oco: Text- based insertion and replacement in audio narration
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c84ce283-a9c9-42bc-a50d-22608687d398 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization V oice- Craft: Zero-shot speech editing and text-to-speech in the wild
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a862b925-ccfb-429d-a7fb-fa768802d202 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 555d2d5c-0bfe-4253-9795-2f77a6ab851b · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization A speech obfuscation system to preserve data privacy in 24-hour ambulatory cough monitoring
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 41d5f7c1-03d7-4c92-b9e1-a924d0c95851 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization You Are What You Say: Exploiting Linguistic Content for V oicePrivacy Attacks
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation abe5021e-ae04-4056-ba58-0023b95e1a45 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Scalable diffusion models with transformers
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9cb4abc9-4d4b-4765-97c8-43b77b4fbba3 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Vector quantization
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 65b8e41b-8c89-4eb1-b276-eb6ad8e38a87 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization RoFormer: En- hanced transformer with rotary position embedding
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 36736feb-a7b5-4940-9178-592ff45554a2 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Librispeech: An ASR corpus based on public domain audio books
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8ffeb5f0-41c4-4545-ba31-ee734084e6d7 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization LibriTTS: A corpus derived from LibriSpeech for text-to- speech
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2a514acf-c83d-4aaa-9f58-de9a240169b7 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization IEMOCAP: Interactive emotional dyadic motion capture database
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7d1bbecf-3bfc-4352-a9e4-72b8d3f9708a · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization ConvNeXt V2: Co-designing and scaling convnets with masked autoencoders
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 913e4421-40be-47bf-8a32-39a422b6864d · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization The First VoicePrivacy Attacker Challenge Evaluation Plan
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4cbab603-5f77-4bb8-ae6c-24a6b7605a98 · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Speaker anonymization using neural audio codec language models
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 797bdd84-beff-4834-8693-6f664293adaa · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization Anonymizing Speech: Evaluating and Designing Speaker Anonymization Techniques
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3e3b92a8-6fa4-40bc-902f-a946254fc83f · outbound
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization The T05 system for the V oiceMOS challenge 2024: Transfer learning from deep image clas- sifier to naturalness MOS prediction of high-quality synthetic speech
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
No inbound Pith citation observations are available.