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Paper Citation Record · LEDGER

Recovering the Zipfian Distribution in Unsupervised Term Discovery

As of 22 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2606.10781.

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

pith.paper-citation-record.v1
2606.10781 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T11:37:46.853400Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

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  • unresolved53
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Outbound references

Observation 33ca258e-e33c-4e5f-8f4e-a9b6dc5d3761 · outbound

This paper cites Bridging the gap between speech technology and natural language processing: An evaluation toolbox for term discovery systems,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Bridging the gap between speech technology and natural language processing: An evaluation toolbox for term discovery systems,

Reference 1

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Observation 9f22b7ae-41b3-4379-b0d2-e0c9d9988b52 · outbound

This paper cites Statistical learning by 8-month-old infants,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Statistical learning by 8-month-old infants,

Reference 2

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Observation ded4d828-2b48-492d-bfe7-da7462ace089 · outbound

This paper cites Some critical developments in acquiring native language sound organization during the first year,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Some critical developments in acquiring native language sound organization during the first year,

Reference 3

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Observation ceb80ce5-ea4a-4042-93bc-3b18665c6f2b · outbound

This paper cites At 6-9 months, human infants know the meanings of many common nouns,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery At 6-9 months, human infants know the meanings of many common nouns,

Reference 4

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Observation 01ec05e9-53b7-41fa-8ed6-5d82ff65aab1 · outbound

This paper cites Computational modeling of phonetic and lexical learning in early language acquisition: Existing models and future directions,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Computational modeling of phonetic and lexical learning in early language acquisition: Existing models and future directions,

Reference 5

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Observation 94e00d4b-e7bd-419a-85da-a9199b146de9 · outbound

This paper cites Cognitive science in the era of artificial intelligence: A roadmap for reverse-engineering the infant language-learner,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Cognitive science in the era of artificial intelligence: A roadmap for reverse-engineering the infant language-learner,

Reference 6

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Observation 475b7f92-2d77-4bea-a9e0-591adea6f8e8 · outbound

This paper cites Automatic speech recognition for under-resourced languages: A survey,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Automatic speech recognition for under-resourced languages: A survey,

Reference 7

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Observation 740c7f72-79e6-48ce-8888-660c9dc9de8a · outbound

This paper cites Unsupervised pattern discovery in speech,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Unsupervised pattern discovery in speech,

Reference 8

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Observation a0efaa93-31ae-4e25-b831-16fa033d260e · outbound

This paper cites An evaluation of graph clustering methods for unsupervised term discovery,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery An evaluation of graph clustering methods for unsupervised term discovery,

Reference 9

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Observation d21e99dc-9212-486e-9721-c95371a3cc21 · outbound

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

Recovering the Zipfian Distribution in Unsupervised Term Discovery HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 10

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Observation db259ffe-ba4e-4df4-9c4b-2dc128e79207 · outbound

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

Recovering the Zipfian Distribution in Unsupervised Term Discovery WavLM: Large-scale self-supervised pre-training for full stack speech processing,

Reference 11

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Observation 9743702c-9042-46ae-993e-1f5466090f05 · outbound

This paper cites Unsupervised lexicon discovery from acoustic input,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Unsupervised lexicon discovery from acoustic input,

Reference 12

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Observation d541576c-7ec3-4366-97d5-7d3ce6bdb2a4 · outbound

This paper cites Unsupervised word discovery from speech using automatic segmentation into syllable-like units,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Unsupervised word discovery from speech using automatic segmentation into syllable-like units,

Reference 13

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Observation 98b226bf-3d73-43c9-9678-c0c4f096ff9d · outbound

This paper cites An embedded segmental k-means model for unsupervised segmentation and clustering of speech,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery An embedded segmental k-means model for unsupervised segmentation and clustering of speech,

Reference 14

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Observation 6139b26f-e6f8-4eb5-b80c-4c58db2d2e54 · outbound

This paper cites Self-expressing autoencoders for unsupervised spoken term discovery,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Self-expressing autoencoders for unsupervised spoken term discovery,

Reference 15

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Observation cbacb8d5-753d-4054-9b46-96130bf08a27 · outbound

This paper cites Segmental contrastive predictive coding for unsupervised word segmentation,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Segmental contrastive predictive coding for unsupervised word segmentation,

Reference 16

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Observation c043df50-e2db-49a6-bd6c-a898d98e2284 · outbound

This paper cites DP-Parse: Finding word boundaries from raw speech with an instance lexicon,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery DP-Parse: Finding word boundaries from raw speech with an instance lexicon,

Reference 17

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Observation 1e21dc2a-ac45-4870-bd9d-2fa01e38aa25 · outbound

This paper cites Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and word,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and word,

Reference 18

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Observation 5643fc0a-86e9-49a1-8117-3bc8800fa8a8 · outbound

This paper cites Double articulation analyzer with prosody for unsupervised word and phone discovery,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Double articulation analyzer with prosody for unsupervised word and phone discovery,

Reference 19

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Observation 25802d43-2ccb-4698-ba51-5024f5af17b9 · outbound

This paper cites Word segmentation on discovered phone units with dynamic programming and self-supervised scoring,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Word segmentation on discovered phone units with dynamic programming and self-supervised scoring,

Reference 20

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Observation 424106b9-1203-4d47-ac49-d8e6f15db1f2 · outbound

This paper cites Spoken- term discovery using discrete speech units,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Spoken- term discovery using discrete speech units,

Reference 21

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Observation 1a493fec-3931-4380-a83d-cdb25dbf27e9 · outbound

This paper cites What do self- supervised speech models know about words?,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery What do self- supervised speech models know about words?,

Reference 22

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Observation 0dc98f8a-ada3-4c61-ac96-6378eb8d917f · outbound

This paper cites Unsupervised word discovery: Boundary detection with clustering vs. dynamic programming,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Unsupervised word discovery: Boundary detection with clustering vs. dynamic programming,

Reference 23

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Observation db666415-af49-4cd5-83ae-3157c8a9186b · outbound

This paper cites Zipf’s word frequency law in natural language: a critical review and future directions.,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Zipf’s word frequency law in natural language: a critical review and future directions.,

Reference 24

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Observation 19893f16-50cb-4e00-ad08-3892c0e7a031 · outbound

This paper cites BIRCH: An efficient data clustering method for very large databases,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery BIRCH: An efficient data clustering method for very large databases,

Reference 25

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Observation b381e51d-57c9-42b9-b082-b4bccffeee85 · outbound

This paper cites A gentle tutorial of the EM algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery A gentle tutorial of the EM algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models,

Reference 26

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Observation 3cd3632b-e9ad-4df1-8589-1982cf864822 · outbound

This paper cites an unresolved cited work.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Unresolved cited work

Reference 27

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Observation 8e5fef95-7e86-4596-acc9-e19de9e12473 · outbound

This paper cites Sylber: Syllabic embedding representation of speech from raw audio,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Sylber: Syllabic embedding representation of speech from raw audio,

Reference 28

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Observation 50d31bae-8bcb-4526-8017-1805c23b1c50 · outbound

This paper cites SyllableLM: Learning coarse semantic units for speech language models,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery SyllableLM: Learning coarse semantic units for speech language models,

Reference 29

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Observation 60df2821-221e-4fd1-a920-f47208c38474 · outbound

This paper cites ZeroSyl: Simple zero-resource syllable tokenization for spoken language modeling,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery ZeroSyl: Simple zero-resource syllable tokenization for spoken language modeling,

Reference 30

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Observation cb099901-107a-4954-af15-05b512f6acc4 · outbound

This paper cites Fixed-dimensional acoustic embeddings of variable-length segments in low-resource settings,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Fixed-dimensional acoustic embeddings of variable-length segments in low-resource settings,

Reference 31

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Observation 4e2e7ddd-f6c1-4c3d-8a3a-a8431f513de7 · outbound

This paper cites Leveraging multilingual transfer for unsu- pervised semantic acoustic word embeddings,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Leveraging multilingual transfer for unsu- pervised semantic acoustic word embeddings,

Reference 32

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Observation 17c1bd09-9974-465f-b9ae-8d97e0f96e5f · outbound

This paper cites Low-resource keyword spotting using contrastively trained transformer acoustic word embeddings.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Low-resource keyword spotting using contrastively trained transformer acoustic word embeddings

Reference 33

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Observation 9d972830-7cd2-4eff-a5cd-5a148d489585 · outbound

This paper cites From Louvain to Leiden: Guaranteeing well-connected communities,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery From Louvain to Leiden: Guaranteeing well-connected communities,

Reference 34

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Observation 8986a474-e66e-4f39-bc6a-d51a3b7a954e · outbound

This paper cites Narrow scope for resolution- limit-free community detection.,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Narrow scope for resolution- limit-free community detection.,

Reference 35

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Observation c03e292c-eb12-47cf-8890-3094cc8a0bdf · outbound

This paper cites Fast algorithm for detecting community structure in networks,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Fast algorithm for detecting community structure in networks,

Reference 36

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Observation e32b2071-ae9f-4312-83a9-0f708cc6cf13 · outbound

This paper cites Fast unfolding of communities in large networks,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Fast unfolding of communities in large networks,

Reference 37

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Observation e89dbb0c-fb5d-44bc-9655-e07ce5f113d3 · outbound

This paper cites Hierarchical clustering schemes,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Hierarchical clustering schemes,

Reference 38

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Observation 58375993-f9f2-4357-8c5b-8407f55e6d09 · outbound

This paper cites Nielsen,Introduction to HPC with MPI for Data Science, ch.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Nielsen,Introduction to HPC with MPI for Data Science, ch

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Observation 9c047433-6c68-4dab-b950-25f8036fccee · outbound

This paper cites Ward’s hierarchical agglomerative clustering method: Which algorithms implement Ward’s criterion?,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Ward’s hierarchical agglomerative clustering method: Which algorithms implement Ward’s criterion?,

Reference 40

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Observation 84355d82-aa63-41a6-823d-11855c43a959 · outbound

This paper cites The infinite Gaussian mixture model,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery The infinite Gaussian mixture model,

Reference 41

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Observation 525c31b1-7f7d-4633-98a8-7645afd7c0a8 · outbound

This paper cites Unsupervised lexical clustering of speech segments using fixed-dimensional acoustic embeddings,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Unsupervised lexical clustering of speech segments using fixed-dimensional acoustic embeddings,

Reference 42

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Observation a7a9538b-1414-4b94-84bb-d2de60ac377b · outbound

This paper cites LibriSpeech: An ASR corpus based on public domain audio books,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery LibriSpeech: An ASR corpus based on public domain audio books,

Reference 43

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:44e1c84f4f6012522df5c68cf2e53db88a7d9d3e01df0b09073b444b9b65f18a

Observation 56562858-40b1-4abd-8e2f-ad817ae92e66 · outbound

This paper cites FLEURS: Few-shot learning evaluation of universal representations of speech,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery FLEURS: Few-shot learning evaluation of universal representations of speech,

Reference 44

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:6bb70575784bb7e41585241a0e9a92fc30dba23b32f01b666235287077ab9bce

Observation 0d020118-edda-434a-ba78-8330493becc1 · outbound

This paper cites The Zero Resource Speech Challenge 2017,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery The Zero Resource Speech Challenge 2017,

Reference 45

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:36ac42391cc095358a3d9637afe1dd4776af624421fc48f396f978cb0edbc177

Observation b756b031-eb97-4ce9-9c3c-c97b5f4d6550 · outbound

This paper cites Unsupervised lexicon learning from speech is limited by representations rather than clustering,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Unsupervised lexicon learning from speech is limited by representations rather than clustering,

Reference 46

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:9f0d00c0f9ccd4bea7583bddcbfc32a56304ed2add1bfb7171c70f9f023be9a5

Observation 808ec436-f46d-45c4-b95e-d9719b163817 · outbound

This paper cites Montreal forced aligner: Trainable text-speech alignment using kaldi,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Montreal forced aligner: Trainable text-speech alignment using kaldi,

Reference 47

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:004227ae96a0243a17c4b03cfe9680e33f9289d9cbc8016e0dacd54a0a95117d

Observation 36b50ff2-bc17-475a-ac9c-3eff31a1b4e4 · outbound

This paper cites The igraph software package for complex network research,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery The igraph software package for complex network research,

Reference 48

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:bde950ea1429b09dc9805a0f1460dd57a00d298875588c9067f7e79f26f20f4b

Observation d70d376a-bbe2-48c3-9dfc-ca9aa9a7d971 · outbound

This paper cites The Faiss library,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery The Faiss library,

Reference 49

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:923498ba5043e893e835b393d21a72bd06264a3abaa1ae02cda68561bddb571d

Observation fe333ad4-83d4-4535-836e-026be5f6a733 · outbound

This paper cites K-means++: The advantages of careful seeding,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery K-means++: The advantages of careful seeding,

Reference 50

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Observation d0035f7b-2e91-4f33-988e-341d5dd9a278 · outbound

This paper cites Scikit-learn: Machine learning in Python,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Scikit-learn: Machine learning in Python,

Reference 51

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:a46d88829962017d19a91a9eeb99370f90e9f1060eb16204c227c1b72187713f

Observation 6369cb30-938c-4eae-ac6c-f053d584e977 · outbound

This paper cites Syllable discovery and cross-lingual generalization in a visually grounded, self- supervised speech model,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Syllable discovery and cross-lingual generalization in a visually grounded, self- supervised speech model,

Reference 52

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:1c9c741c678d17b18cfbcbd5dc818c3ba6272dc73283bb39104c330e35dd09fc

Observation fb80fead-a516-4fe1-b4b1-15bf3a363d29 · outbound

This paper cites SD-HuBERT: Sentence-level self-distillation induces syllabic organization in HuBERT,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery SD-HuBERT: Sentence-level self-distillation induces syllabic organization in HuBERT,

Reference 53

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:90d5f8d584cbd78603110e2a019560a51f037a083dd87648ba5d053f0405a7a0

Observation 4fa03de6-6680-49b9-9eac-b319a55f9794 · outbound

This paper cites Revisiting Lexicon Evaluation in Unsupervised Word Discovery.

Recovering the Zipfian Distribution in Unsupervised Term Discovery Revisiting Lexicon Evaluation in Unsupervised Word Discovery

Reference 54

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local_arxiv, observed 2026-07-03T07:57:44.415850Z

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source=pdf_text observed=2026-06-27T11:37:46.853400Z digest=sha256:abcf16e20016ec1f6bd358a71e52560d7d459eb2ba372f9fbfc3694577c2104a

Observation 72eeccef-0bcf-4243-a24f-fa3728d50b12 · outbound

This paper cites The Zero Resource Speech Challenge 2020: Discover- ing discrete subword and word units,.

Recovering the Zipfian Distribution in Unsupervised Term Discovery The Zero Resource Speech Challenge 2020: Discover- ing discrete subword and word units,

Reference 55

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Pith citing papers

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