Paper Citation Record · LEDGER

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style

As of 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2508.11187.

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

pith.paper-citation-record.v1
2508.11187 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:08:58.582356Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

44 of 44 outbound references displayed

verified exact0
verified fuzzy39
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2987e7b9-c65c-420f-b679-ceba3ebe440a · outbound

This paper cites Retrieval and browsing of spoken content,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Retrieval and browsing of spoken content,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:08.591689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bf2f4c16-bcd1-4ed3-8686-cffeca2a4677 · outbound

This paper cites V oice-based information retrieval—how far are we from the text-based information retrieval?.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style V oice-based information retrieval—how far are we from the text-based information retrieval?

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:08.410347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b7769f79-5289-4bb2-a1d8-24ac5c0951d7 · outbound

This paper cites Spoken content retrieval: A survey of techniques and technologies,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Spoken content retrieval: A survey of techniques and technologies,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:08.272085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0460dde0-cf7d-4deb-b65a-92845e325e4e · outbound

This paper cites Spoken content retrieval—beyond cascading speech recognition with text retrieval,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Spoken content retrieval—beyond cascading speech recognition with text retrieval,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:08.061091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3a8108d8-5251-4262-924a-7044d05beca3 · outbound

This paper cites SpeechDPR: End-to-end spoken passage retrieval for open-domain spoken question answering,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style SpeechDPR: End-to-end spoken passage retrieval for open-domain spoken question answering,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:07.834944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3447d916-4f3c-4c70-8c79-e20aedddd086 · outbound

This paper cites Retrieval augmented end-to-end spoken dialog models,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Retrieval augmented end-to-end spoken dialog models,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:07.599886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 88292e66-930c-407c-b267-94e6aee151af · outbound

This paper cites WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:08:54.327856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbbe176b-4fc8-4de3-acf0-0507ebdf67f6 · outbound

This paper cites Speech retrieval-augmented generation without automatic speech recognition,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Speech retrieval-augmented generation without automatic speech recognition,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:07.394761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 048add9f-8558-4874-90a5-8277fe7b6ca7 · outbound

This paper cites Prompting audios using acoustic properties for emotion representation,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Prompting audios using acoustic properties for emotion representation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:07.222536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fd5d1968-4cc0-4b3e-b386-f081012e6276 · outbound

This paper cites Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:07.029219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9409ad26-5b5a-419b-a9d6-2d18f66845ab · outbound

This paper cites IEMOCAP: Interactive emotional dyadic motion capture database,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style IEMOCAP: Interactive emotional dyadic motion capture database,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:06.804722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b00b25b-503a-462f-b924-f2987c8e4824 · outbound

This paper cites Emotional voice conversion: Theory, databases and ESD,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Emotional voice conversion: Theory, databases and ESD,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:06.618778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a631dcd0-1d34-4f75-9465-1b2af2119817 · outbound

This paper cites Expresso: A benchmark and analysis of discrete expressive speech resynthesis,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Expresso: A benchmark and analysis of discrete expressive speech resynthesis,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:06.446662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 383da48d-113c-467a-9679-9cf71a7c0c63 · outbound

This paper cites PromptTTS: Controllable text-to-speech with text descriptions,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style PromptTTS: Controllable text-to-speech with text descriptions,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:06.256855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f6c3a39-8f78-4e9d-8f30-8295154507e9 · outbound

This paper cites PromptStyle: Controllable style transfer for text-to-speech with natural language descriptions,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style PromptStyle: Controllable style transfer for text-to-speech with natural language descriptions,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:06.074349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cefdac49-bc5f-4d28-b2f0-5f0bbdc2d1c4 · outbound

This paper cites PromptTTS 2: Describing and generating voices with text prompt,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style PromptTTS 2: Describing and generating voices with text prompt,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:05.843066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4ca6dce2-e074-4916-aa4f-9695a3d41165 · outbound

This paper cites DreamV oice: Text-guided voice conversion,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style DreamV oice: Text-guided voice conversion,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:05.624428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a5f17ddf-3b7c-43e4-be54-ad62714dc880 · outbound

This paper cites StyleCap: Automatic speaking-style captioning from speech based on speech and language self-supervised learning models,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style StyleCap: Automatic speaking-style captioning from speech based on speech and language self-supervised learning models,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:05.438828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d516af7a-56b6-4212-a7c5-7033bc9a7978 · outbound

This paper cites LibriTTS-P: A corpus with speaking style and speaker identity prompts for text-to-speech and style captioning,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style LibriTTS-P: A corpus with speaking style and speaker identity prompts for text-to-speech and style captioning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:05.193490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 96f0f9f0-92d8-460f-97fd-6d22f5e94e2b · outbound

This paper cites V ocabulary independent spoken term detection,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style V ocabulary independent spoken term detection,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:04.909259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c8bf58c-9105-4f0e-84ba-6ff34ea07034 · outbound

This paper cites Statistical lattice-based spoken document retrieval,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Statistical lattice-based spoken document retrieval,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:04.619531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e7af4a0a-085a-48da-b017-70bc70675d86 · outbound

This paper cites Improved semantic retrieval of spoken content by document/query expansion with random walk over acoustic similarity graphs,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Improved semantic retrieval of spoken content by document/query expansion with random walk over acoustic similarity graphs,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:04.334449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35a12892-4b63-4ab0-a6fd-87b1bbd05521 · outbound

This paper cites Evaluating ASR output for information retrieval,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Evaluating ASR output for information retrieval,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:04.030441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 89d11070-717c-47cf-8bf1-3df3ad898e04 · outbound

This paper cites Investigating the global semantic impact of speech recognition error on spoken content collections,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Investigating the global semantic impact of speech recognition error on spoken content collections,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:03.622881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 166dafa7-2cb9-4188-9026-d506fbb459bc · outbound

This paper cites Speech-centric information processing: An optimization-oriented approach,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Speech-centric information processing: An optimization-oriented approach,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:03.133742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e1876a5c-0e8c-4fef-b17a-322ba56511c9 · outbound

This paper cites Unsupervised spoken-term detection with spoken queries using segment-based dynamic time warping.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Unsupervised spoken-term detection with spoken queries using segment-based dynamic time warping

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:02.778218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a1b05aaa-b43b-41c9-b51d-705d123fa730 · outbound

This paper cites Memory efficient subsequence dtw for query-by-example spoken term detection,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Memory efficient subsequence dtw for query-by-example spoken term detection,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:02.467412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3cddcd3e-154d-49d2-bdde-aaa3697cb39e · outbound

This paper cites The spoken web search task at MediaEval 2012,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style The spoken web search task at MediaEval 2012,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:02.140897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 29f2ff46-011e-4f9a-8824-b0d76f1b53e0 · outbound

This paper cites RECAP: Retrieval-augmented audio captioning,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style RECAP: Retrieval-augmented audio captioning,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:01.880751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 710f025a-c68c-43a0-a5c5-7e05f52846b8 · outbound

This paper cites Beyond speaker identity: Text guided target speech extraction,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Beyond speaker identity: Text guided target speech extraction,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:01.586330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4ce8b136-65d5-40bd-b6db-cb39af5900cd · outbound

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

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style WavLM: Large-scale self-supervised pre- training for full stack speech processing,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T20:08:57.318770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02b9ac51-317e-4829-b155-f89905685ddb · outbound

This paper cites emo- tion2vec: Self-supervised pre-training for speech emotion representation,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style emo- tion2vec: Self-supervised pre-training for speech emotion representation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:01.170207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 448eae5e-275a-4316-9d96-bf266f4d046b · outbound

This paper cites BERT: Pre- training of deep bidirectional transformers for language understanding,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style BERT: Pre- training of deep bidirectional transformers for language understanding,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:00.963076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79accd8c-d82c-4429-9aa6-6ce3e18e6b2b · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T20:08:57.647214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d53a25fb-05a3-405c-8373-612ac569b576 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Exploring the limits of transfer learning with a unified text-to-text transformer,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:00.773425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f681b8d2-59e9-4d9b-9092-8f3d21cf3520 · outbound

This paper cites The flan collection: Designing data and methods for effective instruction tuning,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style The flan collection: Designing data and methods for effective instruction tuning,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:00.530926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9b112b2f-79a3-4cd5-a356-4d8360b9f105 · outbound

This paper cites Sentence-T5: Scalable sentence encoders from pre-trained text-to-text models,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Sentence-T5: Scalable sentence encoders from pre-trained text-to-text models,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:09:00.271532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 83195699-1641-47d1-af58-b3e32cbbb861 · outbound

This paper cites Domain-adversarial training of neural networks,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Domain-adversarial training of neural networks,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:08:59.969229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 24279dca-a0f0-444d-b756-51de2a8d3365 · outbound

This paper cites Unsupervised domain adaptation by backpropagation,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Unsupervised domain adaptation by backpropagation,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:08:59.689390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b802835a-261b-4e40-bf7e-a3b5a91fb24e · outbound

This paper cites GPT-4o System Card.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style GPT-4o System Card

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T20:08:58.063279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96bdecf8-9edd-4b16-a788-e8cf996cd90e · outbound

This paper cites Decoupled weight decay regularization,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Decoupled weight decay regularization,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T20:08:58.165179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5870a2b-bf04-496f-b0cd-2d8a5fdf736e · outbound

This paper cites PromptTTS++: Controlling speaker identity in prompt-based text-to-speech using natural language descriptions,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style PromptTTS++: Controlling speaker identity in prompt-based text-to-speech using natural language descriptions,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:08:59.461612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c3b5de4c-bd7f-4b68-b677-f8ce08f3a5e3 · outbound

This paper cites PromotiCon: Prompt- based emotion controllable text-to-speech via prompt generation and matching,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style PromotiCon: Prompt- based emotion controllable text-to-speech via prompt generation and matching,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:08:59.165146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f6bc0f0e-80fd-42db-9cf4-d6fef5e76115 · outbound

This paper cites Visualizing data using t-SNE,.

Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style Visualizing data using t-SNE,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:08:58.841982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.