SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning | Paper Citation Record

Observation 2a369914-0187-4864-98ee-d518b843b712 · outbound

This paper cites Low-resource adaptation for personalized co-speech gesture generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Low-resource adaptation for personalized co-speech gesture generation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.978522Z

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Observation 5457dfed-6409-4d3d-9c77-85298f2dc914 · outbound

This paper cites Continual learning for personalized co-speech gesture generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Continual learning for personalized co-speech gesture generation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.960158Z

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Observation e7646036-b0ba-452e-85a7-73f58a081788 · outbound

This paper cites Style-controllable speech-driven gesture synthesis using normalising flows.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Style-controllable speech-driven gesture synthesis using normalising flows

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.942564Z

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Observation c1fdb6c8-8a30-45a9-a9c4-01bcf7c97132 · outbound

This paper cites Listen, denoise, action! audio- driven motion synthesis with diffusion models.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Listen, denoise, action! audio- driven motion synthesis with diffusion models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.922392Z

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Observation 8bfc8bb7-ec6b-410b-9053-672dc46a4cea · outbound

This paper cites Rhythmic gesticulator: Rhythm-aware co-speech gesture synthesis with hierarchical neural em- beddings.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Rhythmic gesticulator: Rhythm-aware co-speech gesture synthesis with hierarchical neural em- beddings

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.899289Z

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Observation ab987e37-8eff-4508-aa7e-e20bae2e95f7 · outbound

This paper cites Gesturedif- fuclip: Gesture diffusion model with clip latents.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Gesturedif- fuclip: Gesture diffusion model with clip latents

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.875091Z

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Observation 94e9c36c-e4f0-41ff-8a54-ac23ea392734 · outbound

This paper cites Probabilistic FastText for Multi-Sense Word Embeddings.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Probabilistic FastText for Multi-Sense Word Embeddings

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T17:58:10.500414Z

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Observation 88566ee7-fe0f-43ca-a0de-3fd8913cd186 · outbound

This paper cites Enriching word vectors with subword information.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Enriching word vectors with subword information

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.853752Z

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Observation 5cf0e808-1768-47e1-8c7d-4b3d7c6dca23 · outbound

This paper cites Realtime multi-person 2d pose estimation using part affinity fields.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Realtime multi-person 2d pose estimation using part affinity fields

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.828785Z

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Observation fd74e80b-f75e-48c0-aabd-82e88a65ae08 · outbound

This paper cites Diffsheg: A diffusion-based approach for real-time speech-driven holistic 3d expres- sion and gesture generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Diffsheg: A diffusion-based approach for real-time speech-driven holistic 3d expres- sion and gesture generation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.811894Z

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Observation 80f96e32-7842-4549-96fe-32f8a6f0c444 · outbound

This paper cites Emotional speech-driven 3d body animation via disen- tangled latent diffusion.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Emotional speech-driven 3d body animation via disen- tangled latent diffusion

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.795182Z

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Observation 5cbc59ad-8620-4aaf-8b6d-1a57ab31e08b · outbound

This paper cites Ad- versarial gesture generation with realistic gesture phas- ing.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Ad- versarial gesture generation with realistic gesture phas- ing

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.774747Z

Source-reported events for the cited work

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Observation 6ec8beb7-3664-4251-862f-8fa7967d9515 · outbound

This paper cites Learning co-speech gesture representations in dialogue through contrastive learning: An intrinsic evaluation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Learning co-speech gesture representations in dialogue through contrastive learning: An intrinsic evaluation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.751168Z

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Observation 0462ef3e-370e-430f-8cd0-27163ed3b5be · outbound

This paper cites I see what you mean: Co-speech ges- tures for reference resolution in multimodal dialogue.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning I see what you mean: Co-speech ges- tures for reference resolution in multimodal dialogue

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.730723Z

Source-reported events for the cited work

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Observation b01c32f6-47b7-4b71-a9b0-d6c28032f172 · outbound

This paper cites Generating diverse and natu- ral 3d human motions from text.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Generating diverse and natu- ral 3d human motions from text

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.712533Z

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Observation fb4b91c1-ab5d-4b05-b117-5b4ca7acdf3b · outbound

This paper cites Tm2t: Stochastic and tokenized modeling for the recip- rocal generation of 3d human motions and texts.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Tm2t: Stochastic and tokenized modeling for the recip- rocal generation of 3d human motions and texts

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.693687Z

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Observation addd1381-b6b9-4a1e-9cc8-7053f404b510 · outbound

This paper cites A motion matching-based framework for controllable gesture synthesis from speech.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning A motion matching-based framework for controllable gesture synthesis from speech

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.676393Z

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Observation 2f6af49f-cfe9-4110-94fb-b6128bde25a0 · outbound

This paper cites Moglow: Probabilistic and controllable motion synthesis using normalising flows.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Moglow: Probabilistic and controllable motion synthesis using normalising flows

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T17:58:10.567367Z

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Observation e918b296-5546-4274-9935-04ae64c7514c · outbound

This paper cites Multimodal lan- guage processing in human communication.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Multimodal lan- guage processing in human communication

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.644964Z

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Observation e4146ade-7975-44de-aa2f-31bbb7fc22dc · outbound

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

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Hubert: Self-supervised speech repre- sentation learning by masked prediction of hidden units

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.627735Z

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Observation 6c52d0c9-5e73-436c-b98c-407a1c1b034d · outbound

This paper cites Gesture units, gesture phrases and speech.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Gesture units, gesture phrases and speech

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.608962Z

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Observation c026dc28-04f2-4622-b924-19220748c1b3 · outbound

This paper cites Gesticulator: A framework for semantically-aware speech-driven gesture generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Gesticulator: A framework for semantically-aware speech-driven gesture generation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.592239Z

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Observation 97c4ef38-f28b-4b04-a39c-1a96f9e9373d · outbound

This paper cites Danceformer: Music conditioned 3d dance generation with parametric motion transformer.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Danceformer: Music conditioned 3d dance generation with parametric motion transformer

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.575266Z

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Observation f2f3dc36-2673-4da8-a0cd-c47ec2a4ea88 · outbound

This paper cites Audio2gestures: Gen- erating diverse gestures from speech audio with condi- tional variational autoencoders.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Audio2gestures: Gen- erating diverse gestures from speech audio with condi- tional variational autoencoders

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.555279Z

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Observation e5d98716-a61d-4a6a-92c2-402b399f3a29 · outbound

This paper cites Ai choreographer: Music conditioned 3d dance generation with aist++.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Ai choreographer: Music conditioned 3d dance generation with aist++

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.537429Z

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Observation 1859d201-ee9b-42c0-8442-6871cacac9e4 · outbound

This paper cites Seeg: Semantic energized co-speech gesture generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Seeg: Semantic energized co-speech gesture generation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.514193Z

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Observation 63723e77-5e9b-4643-9449-9c8f39cae7b7 · outbound

This paper cites Beat: A large-scale semantic and emotional multi-modal dataset for conversational gestures synthesis.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Beat: A large-scale semantic and emotional multi-modal dataset for conversational gestures synthesis

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.493945Z

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Observation e1af1a41-b178-4235-bf36-c50901ac28a7 · outbound

This paper cites Emage: To- wards unified holistic co-speech gesture generation via expressive masked audio gesture modeling.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Emage: To- wards unified holistic co-speech gesture generation via expressive masked audio gesture modeling

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.471095Z

Source-reported events for the cited work

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

Observation 3e79e1f4-e4b6-4c70-96ca-70fef823aebe · outbound

This paper cites A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T17:58:10.629664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a42bd8-8968-4654-b16d-612e8948511d · outbound

This paper cites Human gesture recognition with a flow- based model for human robot interaction.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Human gesture recognition with a flow- based model for human robot interaction

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.452611Z

Source-reported events for the cited work

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Observation 5e91daf3-6612-44c1-9665-b28a190c8489 · outbound

This paper cites GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T17:58:10.642697Z

Source-reported events for the cited work

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Observation d5d1c9b4-d8e5-4d3b-b904-a876b3f87a33 · outbound

This paper cites Audio-driven co-speech gesture video generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Audio-driven co-speech gesture video generation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.431276Z

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Observation 41f809e5-4bb7-4437-b1d7-653c7fd6735f · outbound

This paper cites Learning hierarchical cross-modal associa- tion for co-speech gesture generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Learning hierarchical cross-modal associa- tion for co-speech gesture generation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.412218Z

Source-reported events for the cited work

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Observation 87005c43-eed6-4748-bd01-3a20151ea9b9 · outbound

This paper cites Towards variable and coordinated holistic co-speech motion generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Towards variable and coordinated holistic co-speech motion generation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.392979Z

Source-reported events for the cited work

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Observation 4f06c41b-699f-4fc2-955a-ade00a863d27 · outbound

This paper cites Hand and mind.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Hand and mind

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.373974Z

Source-reported events for the cited work

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

Observation 487beccf-5f39-4888-b5c1-1dc4b8f6fad0 · outbound

This paper cites Convofusion: Multi-modal conversational diffusion for co-speech gesture synthesis.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Convofusion: Multi-modal conversational diffusion for co-speech gesture synthesis

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.353990Z

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Observation b411826f-470f-4d9f-8202-386eced30e1d · outbound

This paper cites Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T17:58:10.675454Z

Source-reported events for the cited work

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Observation c18250c2-8866-497d-a9bd-95386bdc026f · outbound

This paper cites From audio to photoreal embodiment: Synthe- sizing humans in conversations.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning From audio to photoreal embodiment: Synthe- sizing humans in conversations

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.334874Z

Source-reported events for the cited work

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Observation e88d1ab4-2573-4245-a5ab-c4fce6e7b9b3 · outbound

This paper cites DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T17:58:10.685667Z

Source-reported events for the cited work

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Observation 7383a860-25bc-4815-a8e6-bafee2ce15f5 · outbound

This paper cites A com- prehensive review of data-driven co-speech gesture gen- eration.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning A com- prehensive review of data-driven co-speech gesture gen- eration

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.310383Z

Source-reported events for the cited work

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

Observation f8aa5d44-0b04-4fc0-8fc6-c0ddf206c1a6 · outbound

This paper cites Hearing and seeing meaning in speech and gesture: Insights from brain and behaviour.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Hearing and seeing meaning in speech and gesture: Insights from brain and behaviour

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.284370Z

Source-reported events for the cited work

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

Observation 94b68f22-5e8d-4e95-b43f-68146d7a46f0 · outbound

This paper cites Bodyformer: Semantics-guided 3d body gesture synthe- sis with transformer.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Bodyformer: Semantics-guided 3d body gesture synthe- sis with transformer

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.266701Z

Source-reported events for the cited work

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

Observation 35202fb1-4ff7-49b8-b3b5-4faa959ec217 · outbound

This paper cites Expressive body capture: 3d hands, face, and body from a single image.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Expressive body capture: 3d hands, face, and body from a single image

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.247742Z

Source-reported events for the cited work

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

Observation 2fbc9fa5-6cde-4070-83f9-666baf205acc · outbound

This paper cites Weakly-supervised emotion transition learning for diverse 3d co-speech gesture gen- eration.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Weakly-supervised emotion transition learning for diverse 3d co-speech gesture gen- eration

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.231582Z

Source-reported events for the cited work

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

Observation 3cfa6d47-4c23-4b02-9a70-37a219192fa8 · outbound

This paper cites Co- speech gesture synthesis by reinforcement learning with contrastive pre-trained rewards.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Co- speech gesture synthesis by reinforcement learning with contrastive pre-trained rewards

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.214404Z

Source-reported events for the cited work

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

Observation 26f59969-8eb0-4db0-8d0e-85b107a50ba1 · outbound

This paper cites Motionclip: Exposing human mo- tion generation to clip space.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Motionclip: Exposing human mo- tion generation to clip space

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.198056Z

Source-reported events for the cited work

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

Observation 5a4778a1-63df-4c90-956d-0724c13c0dfb · outbound

This paper cites Human mo- tion diffusion model.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Human mo- tion diffusion model

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.181326Z

Source-reported events for the cited work

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

Observation 5ce1873c-8004-4224-86f5-1001e2dacb45 · outbound

This paper cites Neural dis- crete representation learning.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Neural dis- crete representation learning

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.163899Z

Source-reported events for the cited work

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

Observation 3577dac7-e6c7-4f0a-b6d3-fc49f6dd8cd1 · outbound

This paper cites Augmented co-speech gesture generation: Including form and meaning features to guide learning-based gesture synthesis.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Augmented co-speech gesture generation: Including form and meaning features to guide learning-based gesture synthesis

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.146181Z

Source-reported events for the cited work

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

Observation c6bd66ce-285e-4c4b-93c4-2ac292c4543f · outbound

This paper cites DiffuseStyleGesture: Stylized Audio-Driven Co-Speech Gesture Generation with Diffusion Models.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning DiffuseStyleGesture: Stylized Audio-Driven Co-Speech Gesture Generation with Diffusion Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T17:58:10.750171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96139976-0213-4646-8765-753212772a96 · outbound

This paper cites Qpgesture: Quantization-based and phase-guided mo- tion matching for natural speech-driven gesture gener- ation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Qpgesture: Quantization-based and phase-guided mo- tion matching for natural speech-driven gesture gener- ation

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.124883Z

Source-reported events for the cited work

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

Observation 1e9ac3a9-2807-4c75-a82a-837aa08e7fc5 · outbound

This paper cites Audio-driven stylized gesture generation with flow- based model.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Audio-driven stylized gesture generation with flow- based model

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.106645Z

Source-reported events for the cited work

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

Observation e93a48d9-221e-4878-8c88-4bac1dfcb41a · outbound

This paper cites Generating holistic 3d human motion from speech.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Generating holistic 3d human motion from speech

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.080714Z

Source-reported events for the cited work

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

Observation 063dd7b3-3c6d-4fe4-857b-b9aaae4ee39c · outbound

This paper cites Generating holistic 3d human motion from speech.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Generating holistic 3d human motion from speech

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.060915Z

Source-reported events for the cited work

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

Observation ed1d6621-7d32-4833-95de-1a93bec97f47 · outbound

This paper cites Speech gesture generation from the trimodal context of text, au- dio, and speaker identity.ACM Transactions on Graphics (TOG), 39(6):1–16, 2020.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Speech gesture generation from the trimodal context of text, au- dio, and speaker identity.ACM Transactions on Graphics (TOG), 39(6):1–16, 2020

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.038719Z

Source-reported events for the cited work

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

Observation cf017540-659c-45d3-a98a-072f73df7a45 · outbound

This paper cites KinMo: Kinematic-aware Human Motion Understanding and Generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning KinMo: Kinematic-aware Human Motion Understanding and Generation

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T17:58:10.787476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e239708d-84e9-4dd9-91d2-d2b33f01222c · outbound

This paper cites Semantic gesticulator: Semantics-aware co-speech gesture synthe- sis.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Semantic gesticulator: Semantics-aware co-speech gesture synthe- sis

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:11.017920Z

Source-reported events for the cited work

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

Observation e2d67e0e-60e4-421e-9917-c72c6c669777 · outbound

This paper cites Livelyspeaker: Towards semantic-aware co-speech gesture generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Livelyspeaker: Towards semantic-aware co-speech gesture generation

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:10.999963Z

Source-reported events for the cited work

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

Observation 61770172-1db9-4db1-b6de-c788e0b5e8f9 · outbound

This paper cites Taming diffusion models for audio- driven co-speech gesture generation.

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning Taming diffusion models for audio- driven co-speech gesture generation

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:58:10.981260Z

Source-reported events for the cited work

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

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