Paper Citation Record · LEDGER

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning

As of 17 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2411.17100.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.17100 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:33:54.762787Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:40:57.467662Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T14:40:58.287735Z

Reference resolution

43 of 43 outbound references displayed

verified exact0
verified fuzzy38
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d2b53f19-ec63-4db8-a1f7-28dca0f00e5d · outbound

This paper cites wav2vec: Unsu- pervised pre-training for speech recognition,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning wav2vec: Unsu- pervised pre-training for speech recognition,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.142227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fa3224e0-bee8-43ea-9bcc-cdd6c37bb8c7 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:54.654886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6927b8a-9ca8-4414-9036-895fcd163390 · outbound

This paper cites HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.129398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5cf27144-77a7-4c3d-a378-f0e4034163de · outbound

This paper cites WavLM: Large-scale self-supervised pre-training for full stack speech processing,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning WavLM: Large-scale self-supervised pre-training for full stack speech processing,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.121261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 342d76dc-29fd-4fa4-b31a-9563cfd23959 · outbound

This paper cites data2vec: A general framework for self-supervised learning in speech, vision and language,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning data2vec: A general framework for self-supervised learning in speech, vision and language,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.113373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bbc42e51-8097-4dea-ac66-afb6b425acb8 · outbound

This paper cites Efficient self-supervised learning with contextualized target rep- resentations for vision, speech and language,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Efficient self-supervised learning with contextualized target rep- resentations for vision, speech and language,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.104641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 934b9a84-9ce5-4b69-bf4d-6d0673e91aa4 · outbound

This paper cites Self-supervised speech representation learning: A review,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Self-supervised speech representation learning: A review,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.095429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e16f9946-999a-48be-9277-a4c0d9b63e28 · outbound

This paper cites Recent advances in end-to-end automatic speech recog- nition,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Recent advances in end-to-end automatic speech recog- nition,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.088394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 42449c39-9fd3-47b8-b5ef-6e394a872dc5 · outbound

This paper cites Attention is all you need,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Attention is all you need,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.080286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f5c5aef2-d7a6-4c18-b15d-965a43962906 · outbound

This paper cites SUPERB: Speech processing universal performance benchmark,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning SUPERB: Speech processing universal performance benchmark,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.071189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6e57c97f-e4e0-4c3d-a05e-d12d98a7b220 · outbound

This paper cites BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:54.679939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 200fc060-2c57-4bc7-90bb-4e4e8674e9e1 · outbound

This paper cites V oicebox: Text-guided multilingual universal speech generation at scale,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning V oicebox: Text-guided multilingual universal speech generation at scale,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.063525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d3d2acce-03ea-413d-bbf5-9d535f30cb5a · outbound

This paper cites Scaling Speech Technology to 1,000+ Languages.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Scaling Speech Technology to 1,000+ Languages

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:54.685478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4d3ca29-61b5-404d-8622-40764ef3ad5b · outbound

This paper cites Robust speech recognition via large-scale weak supervision,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Robust speech recognition via large-scale weak supervision,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.055633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a394ca53-1cbc-4082-b787-9cc1d567b4e8 · outbound

This paper cites Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:54.691186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc4884a6-8239-4a36-9873-54a4efad921a · outbound

This paper cites Libriheavy: a 50,000 hours ASR corpus with punctuation casing and context,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Libriheavy: a 50,000 hours ASR corpus with punctuation casing and context,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.046457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 11c877bf-f11c-4e6b-b1a0-208b70127424 · outbound

This paper cites GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:54.696668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f7593d9-29cf-424d-ac50-f2c6ea86443d · outbound

This paper cites LibriheavyMix: a 20,000-hour dataset for single-channel reverberant multi-talker speech separation, ASR and speaker diarization,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning LibriheavyMix: a 20,000-hour dataset for single-channel reverberant multi-talker speech separation, ASR and speaker diarization,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.038271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 05831b48-4977-4f7e-a54f-fdf954c257c9 · outbound

This paper cites fairseq: A fast, extensible toolkit for sequence modeling,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning fairseq: A fast, extensible toolkit for sequence modeling,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.030292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6ef83d78-220e-4244-9e37-d846ddb86a78 · outbound

This paper cites ESPnet: End-to-end speech processing toolkit,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning ESPnet: End-to-end speech processing toolkit,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.021899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 931d557b-3162-48e4-863a-9a4421f83536 · outbound

This paper cites The S3PRL toolkit: Self-supervised speech pre-training and representation learning,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning The S3PRL toolkit: Self-supervised speech pre-training and representation learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.012657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3361a864-7dbe-4546-a945-8162c46032d6 · outbound

This paper cites Zipformer: A faster and better encoder for automatic speech recognition,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Zipformer: A faster and better encoder for automatic speech recognition,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:55.003289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0bbc40bd-6f9f-4d78-a734-65ac912e91a4 · outbound

This paper cites Librispeech: an ASR corpus based on public domain audio books,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Librispeech: an ASR corpus based on public domain audio books,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.993447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ae3351bd-9d35-4871-b91b-19785096c599 · outbound

This paper cites Libri-Light: A benchmark for ASR with limited or no supervision,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Libri-Light: A benchmark for ASR with limited or no supervision,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.985413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 066939f3-c4e7-4978-9097-c1d62569031b · outbound

This paper cites Reducing barriers to self-supervised learning: HuBERT pre-training with academic compute,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Reducing barriers to self-supervised learning: HuBERT pre-training with academic compute,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.977110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation de871f11-888e-4b79-bb61-ce9fb1727915 · outbound

This paper cites MelHuBERT: A simplified hubert on mel spectrograms,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning MelHuBERT: A simplified hubert on mel spectrograms,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.968529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ac58aebd-d653-4297-bb09-a5d60b695483 · outbound

This paper cites Fast-HuBERT: an efficient training framework for self-supervised speech representation learning,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Fast-HuBERT: an efficient training framework for self-supervised speech representation learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.959364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 778a5ea2-6a12-44ff-b266-be723a7fd002 · outbound

This paper cites Speech pre-training with acoustic piece,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Speech pre-training with acoustic piece,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.950358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 788523a1-5fb4-4796-987c-2aed7caa300d · outbound

This paper cites Towards universal speech discrete tokens: A case study for ASR and TTS,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Towards universal speech discrete tokens: A case study for ASR and TTS,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.943061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f5e7ccc9-bf0b-40aa-8d1f-d7839d12de21 · outbound

This paper cites Ctcbert: Advancing hidden-unit bert with ctc objectives,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Ctcbert: Advancing hidden-unit bert with ctc objectives,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.935114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 97b844af-8cd5-4220-98b9-010226ab61f5 · outbound

This paper cites Supervision-guided codebooks for masked prediction in speech pre- training,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Supervision-guided codebooks for masked prediction in speech pre- training,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.926575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 03c16d2a-92f5-4d3f-bf21-2d0b33a4157f · outbound

This paper cites Pushing the limits of unsupervised unit discovery for SSL speech representation,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Pushing the limits of unsupervised unit discovery for SSL speech representation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.917603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4644650e-4918-4039-94ee-cad6ac975b35 · outbound

This paper cites Towards end-to-end unsupervised speech recognition,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Towards end-to-end unsupervised speech recognition,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.908185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a1a9998c-da2d-482f-8dcc-d20f44003046 · outbound

This paper cites Connec- tionist temporal classification: labelling unsegmented sequence data with recurrent neural networks,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Connec- tionist temporal classification: labelling unsegmented sequence data with recurrent neural networks,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.899630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d77fda06-291b-4798-b641-d74b37498b85 · outbound

This paper cites Pruned RNN-T for fast, memory-efficient ASR training,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Pruned RNN-T for fast, memory-efficient ASR training,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.892110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ed823f41-8986-4f45-baf4-4625ebaa1632 · outbound

This paper cites Speech recognition with deep recurrent neural networks,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Speech recognition with deep recurrent neural networks,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.882442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2a3c8865-9f80-4558-8620-efdc63e03de7 · outbound

This paper cites Lhotse: a speech data representation library for the modern deep learning ecosystem,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Lhotse: a speech data representation library for the modern deep learning ecosystem,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.873325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 13b462f5-4e08-4526-a83a-6d92aad1d630 · outbound

This paper cites Neural machine translation of rare words with subword units,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Neural machine translation of rare words with subword units,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.862680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a31fc833-9d95-4a7a-a240-700a2f22533a · outbound

This paper cites Fast and parallel decoding for transducer,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Fast and parallel decoding for transducer,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.851992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0e6a96dc-b2c0-47c3-9240-eaba7d53421a · outbound

This paper cites Wav2letter++: A fast open-source speech recognition system,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Wav2letter++: A fast open-source speech recognition system,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.843290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 72ecdffa-ed46-47df-b80e-254a9e2e5206 · outbound

This paper cites Transformer transducer: A streamable speech recognition model with transformer encoders and RNN-T loss,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Transformer transducer: A streamable speech recognition model with transformer encoders and RNN-T loss,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.834581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 59003f19-c582-4cec-86fe-11ec091d15da · outbound

This paper cites Conformer: Convolution-augmented transformer for speech recognition,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Conformer: Convolution-augmented transformer for speech recognition,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.826678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 84c75abf-cbd5-4a4b-accf-44af8ff8f274 · outbound

This paper cites Pushing the limits of semi- supervised learning for automatic speech recognition,.

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning Pushing the limits of semi- supervised learning for automatic speech recognition,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:54.818178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 2ff276ab-f86e-4d6c-8636-b72a67c6d58f · inbound

VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining cites this paper.

VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:40:58.375212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.