Paper Citation Record · LEDGER

Hierarchical Control of Emotion Rendering in Speech Synthesis

As of 12 August 2026, this Paper Citation Record lists 85 of 85 outbound references and 2 inbound Pith citation observations for arXiv:2412.12498.

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

pith.paper-citation-record.v1
2412.12498 v3

Coverage vector

measured 85 of 85 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:06:08.843002Z

measured 87 of 87 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:32:24.055265Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:21:12.229573Z

Reference resolution

85 of 85 outbound references displayed

verified exact2
verified fuzzy62
unresolved19
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 08d3e8ac-5307-4189-8835-5b7965c3d74e · outbound

This paper cites An overview of affective speech synthesis and conversion in the deep learning era,.

Hierarchical Control of Emotion Rendering in Speech Synthesis An overview of affective speech synthesis and conversion in the deep learning era,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.529362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ea42af2-61d1-49a6-a472-6ccc45c4f23b · outbound

This paper cites The age of artificial emotional intelligence,.

Hierarchical Control of Emotion Rendering in Speech Synthesis The age of artificial emotional intelligence,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.534138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5a65bdb-402c-4b67-8377-f3a677b3e779 · outbound

This paper cites Pittermann, A.

Hierarchical Control of Emotion Rendering in Speech Synthesis Pittermann, A

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.537992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de745932-fa9b-48d9-8ed3-98cb491f9fe0 · outbound

This paper cites Emotion modelling for speech generation,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Emotion modelling for speech generation,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.542142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8e9decb-2849-4676-b019-2d95944d4b8d · outbound

This paper cites An overview of affective speech synthesis and conversion in the deep learning era,.

Hierarchical Control of Emotion Rendering in Speech Synthesis An overview of affective speech synthesis and conversion in the deep learning era,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.545989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbb3fce4-6774-4428-86de-191eef892933 · outbound

This paper cites Fastspeech 2: Fast and high-quality end-to-end text to speech,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Fastspeech 2: Fast and high-quality end-to-end text to speech,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.554067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8566ab21-8c13-4f2a-8c06-cf4144af8221 · outbound

This paper cites Phonetic enhanced language modeling for text-to-speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Phonetic enhanced language modeling for text-to-speech synthesis,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.740594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a7099819-e79b-4cad-a1d3-31fbe54e0631 · outbound

This paper cites Text-to-speech for low-resource agglutinative language with morphology-aware language model pre-training,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Text-to-speech for low-resource agglutinative language with morphology-aware language model pre-training,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.729060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2bb81916-c203-42e1-9bbb-fdd053892d84 · outbound

This paper cites Emotional speech synthesis: A review,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Emotional speech synthesis: A review,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.718028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1251d4f1-acd2-460b-87af-466245531d99 · outbound

This paper cites A Survey on Neural Speech Synthesis.

Hierarchical Control of Emotion Rendering in Speech Synthesis A Survey on Neural Speech Synthesis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.569719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8e301cf-7f52-4092-9ec3-5cf01d6801e8 · outbound

This paper cites Pragmatics and intonation,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Pragmatics and intonation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.705759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 72648521-38b0-47c5-afc8-d4598095268d · outbound

This paper cites Perception of affective and linguistic prosody: an ale meta-analysis of neuroimaging studies,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Perception of affective and linguistic prosody: an ale meta-analysis of neuroimaging studies,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.693377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0940779d-18ad-40c5-9d9c-a35dededc153 · outbound

This paper cites Laukka,Vocal Communication of Emotion.

Hierarchical Control of Emotion Rendering in Speech Synthesis Laukka,Vocal Communication of Emotion

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.581669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 553e88ce-f7e0-4a08-8928-aaea88dd6c48 · outbound

This paper cites Vaw-gan for disentanglement and recomposition of emotional elements in speech,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Vaw-gan for disentanglement and recomposition of emotional elements in speech,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.681139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 86230675-45ef-4fb5-aef9-c97c60873202 · outbound

This paper cites Converting anyone’s emotion: Towards speaker-independent emotional voice conversion,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Converting anyone’s emotion: Towards speaker-independent emotional voice conversion,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.669949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5cf6d6f2-b8ca-4c5c-b2c8-ae8e739f3d18 · outbound

This paper cites opensmile – the munich versatile and fast open-source audio feature extractor,.

Hierarchical Control of Emotion Rendering in Speech Synthesis opensmile – the munich versatile and fast open-source audio feature extractor,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.658229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation af631296-ce47-423f-8982-1fb9d22ec81a · outbound

This paper cites emotion2vec: Self-supervised pre-training for speech emotion repre- sentation,.

Hierarchical Control of Emotion Rendering in Speech Synthesis emotion2vec: Self-supervised pre-training for speech emotion repre- sentation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.647402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f375cf66-d0ae-4c25-bd10-e11b0e70e90c · outbound

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

Hierarchical Control of Emotion Rendering in Speech Synthesis Wavlm: Large-scale self-supervised pre-training for full stack speech processing,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.636109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6b3de789-6f1f-46f8-9513-141b08bd1b1d · outbound

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

Hierarchical Control of Emotion Rendering in Speech Synthesis Hubert: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.624187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 51bc479e-69e0-4c27-9e2d-5146282bcce9 · outbound

This paper cites Emotion controllable speech synthesis using emotion-unlabeled dataset with the assistance of cross-domain speech emotion recognition,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Emotion controllable speech synthesis using emotion-unlabeled dataset with the assistance of cross-domain speech emotion recognition,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.611419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b4b56386-85af-455d-b678-41e89379a2d3 · outbound

This paper cites End-to-end emotional speech synthesis using style tokens and semi-supervised training,.

Hierarchical Control of Emotion Rendering in Speech Synthesis End-to-end emotional speech synthesis using style tokens and semi-supervised training,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.599773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9e75c06d-5f43-4436-9fad-9df94ae907c3 · outbound

This paper cites Controllable emotion transfer for end-to-end speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Controllable emotion transfer for end-to-end speech synthesis,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.587506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fbf80c48-966e-4927-9fe7-771385373f4e · outbound

This paper cites Semi-supervised learning for contin- uous emotional intensity controllable speech synthesis with disentangled representations,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Semi-supervised learning for contin- uous emotional intensity controllable speech synthesis with disentangled representations,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.576093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 58483e6a-fdcb-424b-8ea5-20ef5f380240 · outbound

This paper cites iemotts: Toward robust cross-speaker emotion transfer and control for speech synthesis based on disentanglement between prosody and timbre,.

Hierarchical Control of Emotion Rendering in Speech Synthesis iemotts: Toward robust cross-speaker emotion transfer and control for speech synthesis based on disentanglement between prosody and timbre,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.563496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation df59d7bb-c414-461c-930c-afd84cc6d1fb · outbound

This paper cites Cross-speaker emotion disentangling and transfer for end-to-end speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Cross-speaker emotion disentangling and transfer for end-to-end speech synthesis,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.551617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1bd9a0a4-7126-4814-98ee-cc77c2016b49 · outbound

This paper cites Relative attributes,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Relative attributes,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.540602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e53eaca7-7203-4ded-ae55-c3c69f3a4bfe · outbound

This paper cites Emotion inten- sity and its control for emotional voice conversion,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Emotion inten- sity and its control for emotional voice conversion,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.529277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 007f184e-c906-4cc2-8aea-4c71f99e0347 · outbound

This paper cites Controlling emotion strength with relative attribute for end-to-end speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Controlling emotion strength with relative attribute for end-to-end speech synthesis,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.517716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 62d61b50-b565-476d-9b3f-ee3540482272 · outbound

This paper cites Speech synthe- sis with mixed emotions,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Speech synthe- sis with mixed emotions,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.505413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a7917f73-2356-4f6a-951d-d65bd4af3bd7 · outbound

This paper cites Msemotts: Multi-scale emotion transfer, prediction, and control for emotional speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Msemotts: Multi-scale emotion transfer, prediction, and control for emotional speech synthesis,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.494097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bd28a430-d85f-4c44-a79f-783e1804141a · outbound

This paper cites Hierarchical emotion prediction and control in text-to-speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Hierarchical emotion prediction and control in text-to-speech synthesis,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.482373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 29abbc49-652d-41bf-8193-ac8a04c500ec · outbound

This paper cites Fine-grained quantitative emotion editing for speech generation,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Fine-grained quantitative emotion editing for speech generation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.470470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c6ec9f19-999d-4bc1-a840-16411c1d93cf · outbound

This paper cites an unresolved cited work.

Hierarchical Control of Emotion Rendering in Speech Synthesis Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-11T14:06:08.897451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 49a28819-f679-415d-a143-4435751171f9 · outbound

This paper cites Transforming spectrum and prosody for emotional voice conversion with non-parallel training data,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Transforming spectrum and prosody for emotional voice conversion with non-parallel training data,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.458206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4e76db84-c4fc-481c-bb83-acf416247de6 · outbound

This paper cites Intonation and emotion: Influence of pitch levels and contour type on creating emotions,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Intonation and emotion: Influence of pitch levels and contour type on creating emotions,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.446239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d171ff62-628a-42d7-a24d-56491c56f374 · outbound

This paper cites Norms of valence, arousal, and dominance for 13,915 english lemmas,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Norms of valence, arousal, and dominance for 13,915 english lemmas,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.434523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7a113808-64e3-4cfd-94b5-99c826fbe3c7 · outbound

This paper cites The influence of pitch range, duration, amplitude and spectral features on the interpretation of the rise-fall-rise intonation contour in english,.

Hierarchical Control of Emotion Rendering in Speech Synthesis The influence of pitch range, duration, amplitude and spectral features on the interpretation of the rise-fall-rise intonation contour in english,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.422051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 74cbc6ab-b04a-4be1-8957-d538deadb96b · outbound

This paper cites Using prosody to avoid ambiguity: Effects of speaker awareness and referential context,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Using prosody to avoid ambiguity: Effects of speaker awareness and referential context,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.408439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 846906b9-1916-4720-af85-33c619be4bbb · outbound

This paper cites Analysis of emotionally salient aspects of fundamental frequency for emotion detection,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Analysis of emotionally salient aspects of fundamental frequency for emotion detection,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.396219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6f37876d-3586-4f80-821e-57263b1036d0 · outbound

This paper cites Survey on speech emotion recognition: Features, classification schemes, and databases,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Survey on speech emotion recognition: Features, classification schemes, and databases,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.384194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 507fc731-cad1-408c-bd43-699b8498c694 · outbound

This paper cites Expression of emotional–motivational connotations with a one-word utterance,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Expression of emotional–motivational connotations with a one-word utterance,

Reference 41

Resolution: verified exact; doi, observed 2026-08-11T14:06:08.885442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 04ad7066-1700-451b-93f0-d389f3b42c8b · outbound

This paper cites Controllable accented text- to-speech synthesis with fine and coarse-grained intensity rendering,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Controllable accented text- to-speech synthesis with fine and coarse-grained intensity rendering,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.372004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3a71807e-85b6-4a64-acb3-087cbf41ba31 · outbound

This paper cites Connecting cross-modal rep- resentations for compact and robust multimodal sentiment analysis with sentiment word substitution error,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Connecting cross-modal rep- resentations for compact and robust multimodal sentiment analysis with sentiment word substitution error,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.359568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7adf3645-7708-4a2d-9e70-c517a3ce8768 · outbound

This paper cites Style tokens: Unsupervised style modeling, control and transfer in end-to-end speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Style tokens: Unsupervised style modeling, control and transfer in end-to-end speech synthesis,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.697089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f055f3e1-1a1f-4e76-8ad5-c13e09ec8813 · outbound

This paper cites Improve emotional speech synthesis quality by learning explicit and im- plicit representations with semi-supervised training.

Hierarchical Control of Emotion Rendering in Speech Synthesis Improve emotional speech synthesis quality by learning explicit and im- plicit representations with semi-supervised training

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.339091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 18323115-3318-40cb-a572-c9f6c843ff6b · outbound

This paper cites Multi-speaker emotional speech synthesis with fine-grained prosody modeling,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Multi-speaker emotional speech synthesis with fine-grained prosody modeling,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.326666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3451055b-47ef-40eb-a121-e6c3f51d4ca1 · outbound

This paper cites Language model-based emotion prediction methods for emotional speech synthesis systems,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Language model-based emotion prediction methods for emotional speech synthesis systems,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.313000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 12a6575f-239c-484a-8120-57e33d627da4 · outbound

This paper cites Fine-grained style modeling, transfer and prediction in text-to-speech synthesis via phone-level content-style disentanglement,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Fine-grained style modeling, transfer and prediction in text-to-speech synthesis via phone-level content-style disentanglement,

Reference 48

Resolution: malformed identifier; no resolver link, observed 2026-08-11T14:06:08.711157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff31eb97-8b64-437d-9424-ac8e06022f16 · outbound

This paper cites Hierarchical multi-grained generative model for ex- pressive speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Hierarchical multi-grained generative model for ex- pressive speech synthesis,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.300941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f030e8e2-866b-4215-9605-ade282db58e8 · outbound

This paper cites Towards multi-scale style control for expressive speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Towards multi-scale style control for expressive speech synthesis,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.289100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b9119c76-aa80-461b-b5eb-8da500f6d1df · outbound

This paper cites Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.276828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 415ea64f-bcf3-4a3d-8b6d-6ca1ffc4c713 · outbound

This paper cites An emotion speech synthesis method based on vits,.

Hierarchical Control of Emotion Rendering in Speech Synthesis An emotion speech synthesis method based on vits,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.265049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0da5d858-9530-45f4-9673-0adb61c6a828 · outbound

This paper cites Generative adversarial networks,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Generative adversarial networks,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.729316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 890f59db-3461-4d35-81dc-43fdaa98605c · outbound

This paper cites FastDiff 2: Revisiting and incorporating GANs and diffusion models in high-fidelity speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis FastDiff 2: Revisiting and incorporating GANs and diffusion models in high-fidelity speech synthesis,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.246376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 04b22edc-df59-45d9-9737-0b869f81c49e · outbound

This paper cites Bddm: Bilateral denoising diffusion models for fast and high-quality speech synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Bddm: Bilateral denoising diffusion models for fast and high-quality speech synthesis,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.234257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 96ff01ce-bd93-44f2-8a9a-31ac9b5725e2 · outbound

This paper cites Matcha-tts: A fast tts architecture with conditional flow matching,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Matcha-tts: A fast tts architecture with conditional flow matching,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.221999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 91f90457-53fd-40e5-b56e-c505c5bab4e0 · outbound

This paper cites Flow matching for generative modeling,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Flow matching for generative modeling,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.743172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e82fc72d-6b5d-42c9-b002-1ce0533b03ba · outbound

This paper cites Seen and unseen emotional style transfer for voice conversion with a new emotional speech dataset,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Seen and unseen emotional style transfer for voice conversion with a new emotional speech dataset,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.190533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e6c0991c-45fc-4f31-b163-f22bef0a4add · outbound

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

Hierarchical Control of Emotion Rendering in Speech Synthesis Emotional voice conversion: Theory, databases and esd,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.179120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d33e773c-9774-419f-8da0-05ba17a9d5b9 · outbound

This paper cites Attention is all you need,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Attention is all you need,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.759549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 813f499e-a0c9-4543-b437-e51b04cbfddc · outbound

This paper cites Glow-tts: A generative flow for text-to-speech via monotonic alignment search,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Glow-tts: A generative flow for text-to-speech via monotonic alignment search,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.160130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dba3efa7-c20e-480c-ba76-366bc30dde28 · outbound

This paper cites Generalized end-to-end loss for speaker verification,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Generalized end-to-end loss for speaker verification,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.202501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 132e3ca8-96e5-4561-a8a9-7fec55ef931e · outbound

This paper cites V ocos: Closing the gap between time-domain and fourier- based neural vocoders for high-quality audio synthesis,.

Hierarchical Control of Emotion Rendering in Speech Synthesis V ocos: Closing the gap between time-domain and fourier- based neural vocoders for high-quality audio synthesis,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.148508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f9939591-14e3-46db-9ec5-f21518a35f09 · outbound

This paper cites Adam: A method for stochastic optimization,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Adam: A method for stochastic optimization,

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.773936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 753e61bd-483a-4493-8e97-ca4741da447b · outbound

This paper cites Unsupervised domain adaptation by backpropagation,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Unsupervised domain adaptation by backpropagation,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.777748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3b2ab0a-2312-4a12-9903-23778bf20223 · outbound

This paper cites Adversarial domain generalized transformer for cross-corpus speech emotion recognition,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Adversarial domain generalized transformer for cross-corpus speech emotion recognition,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.123636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f68cf9c0-3cba-4c10-b9e7-08500f99dc13 · outbound

This paper cites Mel-cepstral distance measure for objective speech qual- ity assessment,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Mel-cepstral distance measure for objective speech qual- ity assessment,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.111777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ea67377c-8dd6-4316-b004-1b36882f95a1 · outbound

This paper cites 3-d convolutional recurrent neural networks with attention model for speech emotion recognition,.

Hierarchical Control of Emotion Rendering in Speech Synthesis 3-d convolutional recurrent neural networks with attention model for speech emotion recognition,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.099517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c64804da-90f8-4de1-acfa-c3e2a175ff24 · outbound

This paper cites Multi-conditioning and data augmentation using generative noise model for speech emotion recognition in noisy conditions,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Multi-conditioning and data augmentation using generative noise model for speech emotion recognition in noisy conditions,

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.792294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27af8343-f844-40ba-8bd9-e22be958a71a · outbound

This paper cites Speech emotion recognition in noisy and reverberant environments,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Speech emotion recognition in noisy and reverberant environments,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.080298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 736ee137-ad4e-43ef-9ad9-991c1a8b1e36 · outbound

This paper cites Deep learning techniques for speech emotion recognition,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Deep learning techniques for speech emotion recognition,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.068317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a122c003-a410-4541-8099-139f18cbf217 · outbound

This paper cites Improved emotion recognition using gaussian mixture model and extreme learning machine in speech and glottal signals,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Improved emotion recognition using gaussian mixture model and extreme learning machine in speech and glottal signals,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.055938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 82bef523-36d6-4aa2-824a-553e97ed47a7 · outbound

This paper cites Specaugment: A simple data augmentation method for automatic speech recognition,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Specaugment: A simple data augmentation method for automatic speech recognition,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.806926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75740fd4-f651-4a51-b9ef-0a835da7b6e3 · outbound

This paper cites Wespeaker: A research and production oriented speaker embedding learning toolkit,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Wespeaker: A research and production oriented speaker embedding learning toolkit,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.036690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a6217b18-5345-455d-99fe-21903b1531c3 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

Hierarchical Control of Emotion Rendering in Speech Synthesis Robust Speech Recognition via Large-Scale Weak Supervision

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.814123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa8ec19-2b99-47ff-a705-448931d98a54 · outbound

This paper cites Best-worst scaling more reliable than rating scales: A case study on sentiment intensity annotation,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Best-worst scaling more reliable than rating scales: A case study on sentiment intensity annotation,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.024616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bdd7e523-0143-4a73-8f5d-990a8eaa6e35 · outbound

This paper cites Measuring disentanglement: A review of metrics,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Measuring disentanglement: A review of metrics,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.013442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e5f835b3-95da-444b-81f4-e42c7df6c66e · outbound

This paper cites Isolating sources of disentanglement in vaes,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Isolating sources of disentanglement in vaes,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.001787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a51c0188-1dce-41ab-9916-5432d91f5b93 · outbound

This paper cites A framework for the quantitative evaluation of disentangled representations,.

Hierarchical Control of Emotion Rendering in Speech Synthesis A framework for the quantitative evaluation of disentangled representations,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:08.989499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation aae9dfeb-e6b1-4f37-8c91-5e959dccd5d8 · outbound

This paper cites Learning deep disentangled embeddings with the f-statistic loss,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Learning deep disentangled embeddings with the f-statistic loss,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:08.977717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2007afa7-cd4a-4a23-8ff2-adc7d7eea17f · outbound

This paper cites Speech emotion recognition: Two decades in a nutshell, benchmarks, and ongoing trends,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Speech emotion recognition: Two decades in a nutshell, benchmarks, and ongoing trends,

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.835917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7058b55d-b386-4746-87bc-7f3790192bbd · outbound

This paper cites Dawn of the transformer era in speech emotion recognition: Closing the valence gap,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Dawn of the transformer era in speech emotion recognition: Closing the valence gap,

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:08.839539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77a008ac-5af3-470c-9ab4-4fc7747fd84a · outbound

This paper cites Contrastive learn- ing based modality-invariant feature acquisition for robust multimodal emotion recognition with missing modalities,.

Hierarchical Control of Emotion Rendering in Speech Synthesis Contrastive learn- ing based modality-invariant feature acquisition for robust multimodal emotion recognition with missing modalities,

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:08.951996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ebcb22a9-6a66-4103-b963-4c4c2beeed13 · outbound

This paper cites Available: https://api.semanticscholar.org/CorpusID: 252762216.

Hierarchical Control of Emotion Rendering in Speech Synthesis Available: https://api.semanticscholar.org/CorpusID: 252762216

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:06:09.759306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation de2b0f40-376a-4d8e-8abf-e3ef02beb990 · outbound

This paper cites Fine-Grained Quantitative Emotion Editing for Speech Generation.

Hierarchical Control of Emotion Rendering in Speech Synthesis Fine-Grained Quantitative Emotion Editing for Speech Generation

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T14:06:08.929237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 99ae3806-5571-4a12-a529-2c9c05b018ec · inbound

Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey cites this paper.

Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey Hierarchical Control of Emotion Rendering in Speech Synthesis

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T19:32:24.055265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4473eeaa-47f2-4a02-bada-4098ec1aec00 · inbound

Prompt-Unseen-Emotion: Zero-shot Expressive Speech Synthesis with Prompt-LLM Contextual Knowledge for Mixed Emotions cites this paper.

Prompt-Unseen-Emotion: Zero-shot Expressive Speech Synthesis with Prompt-LLM Contextual Knowledge for Mixed Emotions Hierarchical Control of Emotion Rendering in Speech Synthesis

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:21:12.319458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.