Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:02:02.635185Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2501.06562.
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 2026-08-10T21:02:02.635185Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-09T14:49:22.776209Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
46 of 46 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation c0364648-137c-453a-b774-6ea0557c6984 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2d45a6be-3c8f-429a-8a13-49015854e918 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a805ba30-5422-4c3a-b5ad-60983e452fd9 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis WavLM: Large-scale self-supervised pre-training for full stack speech processing,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4d9fe0a9-0143-4a3c-9257-63b8c60adf85 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis XLS-R: Self-supervised cross- lingual speech representation learning at scale,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fdeb3a42-74a3-41e2-bc4a-a905361d6af3 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis SUPERB: Speech processing universal performance benchmark,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4e7f53ad-0390-4b99-bc1e-dbdfec208951 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis SUPERB-SG: Enhanced speech processing universal performance benchmark for semantic and genera- tive capabilities,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation af822a98-a8ef-4559-8ea3-25d3d9a9eff4 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis ML-SUPERB: Multilingual speech universal performance benchmark,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d9c1e40a-15cc-40f0-a4ff-70740b10ebe2 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Dynamic-SUPERB: Towards a dy- namic, collaborative, and comprehensive instruction-tuning benchmark for speech,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 02a97dc6-ced7-4a8d-b5cb-710926c21c69 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Layer-wise analysis of a self- supervised speech representation model,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a702590c-8884-417d-8733-a2c50a485f3e · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Comparative layer-wise analysis of self-supervised speech models,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cf5ea463-ded3-4c58-8034-686ed94fa5f0 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Understanding probe behaviors through variational bounds of mutual information,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0f3ba215-a710-4e1a-a203-2bd306a7ee96 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Opening the Black Box of wav2vec Feature Encoder
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2af6915c-0df7-4f25-b7e3-c9e0d141f1bf · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Self-supervised speech repre- sentations are more phonetic than semantic,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 96a18a02-598c-4511-9de0-f5605251fc3d · outbound
Discrete Speech Unit Extraction via Independent Component Analysis The Interspeech 2024 challenge on speech processing using discrete units,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 381a870c-783c-42ea-a353-4ade5126f2d6 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Exploring speech recognition, translation, and understanding with discrete speech units: A comparative study,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b544d778-34b4-4a04-a9cf-9e4b0ea2388b · outbound
Discrete Speech Unit Extraction via Independent Component Analysis AudioLM: A language modeling approach to audio generation,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation eddb564b-fbb1-4258-943e-c0ccc6876899 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Direct speech-to-speech translation with discrete units,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f03f7834-4851-4af0-8761-941619f99174 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis UnitY: Two-pass direct speech-to-speech translation with discrete units,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 00eb9dcd-94a7-45f6-bbbb-ca63039a3139 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis AudioPaLM: A Large Language Model That Can Speak and Listen
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 296f4a1c-2447-4f05-b0ac-72e144376e46 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis V oxtLM: Unified decoder-only models for consolidating speech recognition, synthesis and speech, text continuation tasks,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8674e8e6-290e-4514-8287-73c4dac014fd · outbound
Discrete Speech Unit Extraction via Independent Component Analysis On generative spoken language modeling from raw audio,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 019f8d6d-e9c8-459c-b44e-35aea695f7d6 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Textually pretrained speech language models,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6ee72c18-ca06-4f18-b509-cf73bfac6729 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis A comparison of discrete and soft speech units for improved voice conversion,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b9f56245-04ff-42b5-8903-7438f30a4419 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Improved distributed principal component analysis,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7267de77-45cf-4ff6-aca8-6b30b7b48565 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Analyzing acoustic word embeddings from pre-trained self-supervised speech models,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f8fd249d-4cf3-412e-a404-b32a11d55998 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Wav2vec behind the scenes: How end2end models learn phonetics.,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a9c33b6f-d172-4839-baee-b528ede7b226 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7e7ff25f-e372-4806-97db-159e0f7111d0 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Discovering universal geometry in embeddings with ICA,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d2bc8a36-6497-4969-9951-20fdc1625f13 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis w2v-BERT: Combining contrastive learning and masked language modeling for self-supervised speech pre-training,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation dd0b5da9-6efc-4298-83b5-01b6db92850b · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Whitening Sentence Representations for Better Semantics and Faster Retrieval
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33819647-efa5-4ac6-8a08-13986dee172f · outbound
Discrete Speech Unit Extraction via Independent Component Analysis WhiteningBERT: An easy unsupervised sentence embedding approach,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 99e79a83-8853-4ea5-bc5e-970a5b61b7cd · outbound
Discrete Speech Unit Extraction via Independent Component Analysis A review of blind source separation methods: Two two converging routes to ILRMA originating from ICA and NMF,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5a08eb5f-a568-4333-887e-2050cc9ad1cc · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Infomax and maximum likelihood for blind source separation,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 313e837e-8402-49ea-8255-652268432024 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Auxiliary-function-based independent compo- nent analysis for super-gaussian sources,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c71ae261-522b-48c2-923e-a7d0393a43fe · outbound
Discrete Speech Unit Extraction via Independent Component Analysis LibriSpeech: An ASR corpus based on public domain audio books,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0989d395-e0e0-418a-8d02-1860897dd4ab · outbound
Discrete Speech Unit Extraction via Independent Component Analysis The Chi- naTelecom Interspeech2024 discrete speech unit asr challenge system description,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f0f5bedf-6ffb-41d5-8e6f-0a36bbc63b6f · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Exploration of efficient end-to-end ASR using discretized input from self-supervised learning,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 67da77ab-4f14-4f2a-83b4-a5cca26164d2 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis E-Branchformer: Branchformer with enhanced merging for speech recognition,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a6096f42-d2e4-4cc7-a91e-7a16607abc6c · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Anisotropy is inherent to self-attention in transformers,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 59e57b49-3851-41ab-83d9-b5cafb58dc3a · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Codec-superb@ slt 2024: A lightweight benchmark for neural audio codec models,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5e54048f-a3b0-415c-aed0-b76f886d2474 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Textless speech-to- speech translation on real data,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a50a861b-6f43-4242-b0b8-9a6e57361647 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis All-but-the-top: Simple and effective postpro- cessing for word representations,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c717632d-33f2-46e1-a2f3-62b58ae74884 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Effective dimensionality reduction for word embeddings,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a18c3db3-b9a9-48e5-be0c-a3d90678e19a · outbound
Discrete Speech Unit Extraction via Independent Component Analysis DARPA TIMIT: Acoustic- phonetic continuous speech corpus CD-ROM, NIST speech disc 1-1.1,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3a967ef0-cd7f-44eb-a98f-3940d8c6bff6 · outbound
Discrete Speech Unit Extraction via Independent Component Analysis An information-theoretic analysis of self-supervised discrete representations of speech,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6ce35aef-67f0-4ff6-8f9b-a89a0a64bdda · outbound
Discrete Speech Unit Extraction via Independent Component Analysis Analysing discrete self supervised speech representation for spoken language modeling,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 882b1881-ea33-4024-8f84-1f53e32f7341 · inbound
A framework for analyzing concept representations in neural models Discrete Speech Unit Extraction via Independent Component Analysis
Reference 177
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.