Scene Maker Multimodal Visualisation of Natural Language Film
![Scene. Maker: Multimodal Visualisation of Natural Language Film Scripts Eva Hanser Prof. Paul Mc Scene. Maker: Multimodal Visualisation of Natural Language Film Scripts Eva Hanser Prof. Paul Mc](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-1.jpg)
![PRESENTATION OUTLINE Aims & Objectives Related Projects Scene. Maker Design and Implementation Relation to PRESENTATION OUTLINE Aims & Objectives Related Projects Scene. Maker Design and Implementation Relation to](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-2.jpg)
![: AIMS & OBJECTIVES AIMS Input: Screenplay Scene. Maker System Output: Animation • Automatically : AIMS & OBJECTIVES AIMS Input: Screenplay Scene. Maker System Output: Animation • Automatically](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-3.jpg)
![: AIMS & OBJECTIVES • Processing/inferencing emotions and semantic information within story context • : AIMS & OBJECTIVES • Processing/inferencing emotions and semantic information within story context •](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-4.jpg)
![: RELATED PROJECTS SEMANTIC TEXT PROCESSING INT. M. I. T. HALLWAY -- NIGHT Lambeau : RELATED PROJECTS SEMANTIC TEXT PROCESSING INT. M. I. T. HALLWAY -- NIGHT Lambeau](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-5.jpg)
![: RELATED PROJECTS VISUAL AND EMOTIONAL SCRIPTING • Emotion recognition from text: keyword spotting, : RELATED PROJECTS VISUAL AND EMOTIONAL SCRIPTING • Emotion recognition from text: keyword spotting,](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-6.jpg)
![: RELATED PROJECTS MODELLING AFFECTIVE BEHAVIOUR • Automatic physical transformation and synchronisation of 3 : RELATED PROJECTS MODELLING AFFECTIVE BEHAVIOUR • Automatic physical transformation and synchronisation of 3](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-7.jpg)
![: RELATED PROJECTS VISUALISING 3 D SCENES • Words. Eye – Scene composition (Coyne : RELATED PROJECTS VISUALISING 3 D SCENES • Words. Eye – Scene composition (Coyne](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-8.jpg)
![: RELATED PROJECTS AUDIO GENERATION • Emotional speech synthesis (Schröder 2001) - Prosody rules : RELATED PROJECTS AUDIO GENERATION • Emotional speech synthesis (Schröder 2001) - Prosody rules](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-9.jpg)
![: DESIGN AND IMPLEMENTATION KEYOBJECTIVES • Context consideration through natural language processing, common sense : DESIGN AND IMPLEMENTATION KEYOBJECTIVES • Context consideration through natural language processing, common sense](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-10.jpg)
![: DESIGN AND IMPLEMENTATION ARCHITECTURE OF SCENEMAKER Screenplay Script Editor Animation Player Text & : DESIGN AND IMPLEMENTATION ARCHITECTURE OF SCENEMAKER Screenplay Script Editor Animation Player Text &](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-11.jpg)
![: DESIGN AND IMPLEMENTATION SOFTWARE AND TOOLS Natural Language Processing & Script Segmentation Movie : DESIGN AND IMPLEMENTATION SOFTWARE AND TOOLS Natural Language Processing & Script Segmentation Movie](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-12.jpg)
![: DESIGN AND IMPLEMENTATION EVALUATION OF SCENEMAKER Evaluating 4 aspects of Scene. Maker: Aspect : DESIGN AND IMPLEMENTATION EVALUATION OF SCENEMAKER Evaluating 4 aspects of Scene. Maker: Aspect](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-13.jpg)
![RELATION TO OTHER WORK RELATION TO OTHER WORK](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-14.jpg)
![CONCLUSION AND FUTURE WORK • Automatic expressive multi-media animation of screenplays • Focus on: CONCLUSION AND FUTURE WORK • Automatic expressive multi-media animation of screenplays • Focus on:](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-15.jpg)
![Thank you. QUESTIONS OR COMMENTS? Thank you. QUESTIONS OR COMMENTS?](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-16.jpg)
- Slides: 16
![Scene Maker Multimodal Visualisation of Natural Language Film Scripts Eva Hanser Prof Paul Mc Scene. Maker: Multimodal Visualisation of Natural Language Film Scripts Eva Hanser Prof. Paul Mc](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-1.jpg)
Scene. Maker: Multimodal Visualisation of Natural Language Film Scripts Eva Hanser Prof. Paul Mc Kevitt Dr. Tom Lunney Dr. Joan Condell Dr. Minhua Eunice Ma School of Computing & Intelligent Systems Faculty of Computing & Engineering University of Ulster, Magee, Northern Ireland School of Computing and Mathematics Faculty of Business, Computing and Law University of Derby, England hanser-e@email. ulster. ac. uk, {p. mckevitt, tf. lunney, j. condell}@ulster. ac. uk m. ma@derby. ac. uk
![PRESENTATION OUTLINE Aims Objectives Related Projects Scene Maker Design and Implementation Relation to PRESENTATION OUTLINE Aims & Objectives Related Projects Scene. Maker Design and Implementation Relation to](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-2.jpg)
PRESENTATION OUTLINE Aims & Objectives Related Projects Scene. Maker Design and Implementation Relation to Other Work Conclusion and Future Work
![AIMS OBJECTIVES AIMS Input Screenplay Scene Maker System Output Animation Automatically : AIMS & OBJECTIVES AIMS Input: Screenplay Scene. Maker System Output: Animation • Automatically](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-3.jpg)
: AIMS & OBJECTIVES AIMS Input: Screenplay Scene. Maker System Output: Animation • Automatically generate well-designed and affective virtual scenes from screenplays • Realistic visualisation of emotional aspects • Multimodal representation with 3 D animation, speech, audio and cinematography • Enhance believability of virtual actors and scene presentation
![AIMS OBJECTIVES Processinginferencing emotions and semantic information within story context : AIMS & OBJECTIVES • Processing/inferencing emotions and semantic information within story context •](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-4.jpg)
: AIMS & OBJECTIVES • Processing/inferencing emotions and semantic information within story context • Common sense, affective and cinematic knowledge ontologies reflecting human cognitive reasoning rules • Automatic genre recognition from text • Design, implementation and evaluation of Scene. Maker
![RELATED PROJECTS SEMANTIC TEXT PROCESSING INT M I T HALLWAY NIGHT Lambeau : RELATED PROJECTS SEMANTIC TEXT PROCESSING INT. M. I. T. HALLWAY -- NIGHT Lambeau](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-5.jpg)
: RELATED PROJECTS SEMANTIC TEXT PROCESSING INT. M. I. T. HALLWAY -- NIGHT Lambeau and Tom come around a corner. His P. O. V. reveals a figure in silhouette blazing through the proof on the chalkboard. There is a mop and a bucket beside him. As Lambeau draws closer, reveal that the figure is Will, in his janitor's uniform. There is a look of intense concentration in his eyes. LAMBEAU Excuse me! WILL Oh, I'm sorry. LAMBEAU What're you doing? WILL (walking away) I'm sorry. Screenplay Extract from ‘Good Will Hunting (1997)’ • Standardized format and language of screenplays • Automatic annotation of formal screenplay elements (Jhala 2008) • Semantic information on location, timing, props, actors, events, manners, dialogue and camera direction
![RELATED PROJECTS VISUAL AND EMOTIONAL SCRIPTING Emotion recognition from text keyword spotting : RELATED PROJECTS VISUAL AND EMOTIONAL SCRIPTING • Emotion recognition from text: keyword spotting,](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-6.jpg)
: RELATED PROJECTS VISUAL AND EMOTIONAL SCRIPTING • Emotion recognition from text: keyword spotting, lexical affinity, statistical models, fuzzy logic rules, machine learning, commonsense knowledge, cognitive models • XML-based annotations defining visual appearance of animated characters and scenes: BEAT – Behaviour Expression Animation Toolkit (Cassell et al. 2001) MSML – Movie Script Markup Language (Van Rijsselbergen et al. 2009) <GAZE word=1 time=0. 0 spec=AWAY_FROM_HEARER> <GAZE word=3 time=0. 517 spec=TOWARDS_HEARER> <R_GESTURE_START word=3 time=0. 517 spec=BEAT> <EYEBROWS_START word=3 time=0. 517>
![RELATED PROJECTS MODELLING AFFECTIVE BEHAVIOUR Automatic physical transformation and synchronisation of 3 : RELATED PROJECTS MODELLING AFFECTIVE BEHAVIOUR • Automatic physical transformation and synchronisation of 3](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-7.jpg)
: RELATED PROJECTS MODELLING AFFECTIVE BEHAVIOUR • Automatic physical transformation and synchronisation of 3 D models reflecting emotion • Manner influences intensity, scale, force, fluency and timing of an action • Multimodal annotated affective video or motion captured data (Gunes and Piccardi 2006) Greta (Pelachaud 2005) Personality & Emotion Engine (Su et al. 2007)
![RELATED PROJECTS VISUALISING 3 D SCENES Words Eye Scene composition Coyne : RELATED PROJECTS VISUALISING 3 D SCENES • Words. Eye – Scene composition (Coyne](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-8.jpg)
: RELATED PROJECTS VISUALISING 3 D SCENES • Words. Eye – Scene composition (Coyne and Sproat 2001) • Script. Viz – Screenplay visualisation (Liu and Leung 2006) • CONFUCIUS – Action, speech & scene animation (Ma 2006) • CAMEO – Cinematic and genre visualisation (Shim and Kang 2008) Words. Eye Script. Viz CONFUCIUS CAMEO
![RELATED PROJECTS AUDIO GENERATION Emotional speech synthesis Schröder 2001 Prosody rules : RELATED PROJECTS AUDIO GENERATION • Emotional speech synthesis (Schröder 2001) - Prosody rules](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-9.jpg)
: RELATED PROJECTS AUDIO GENERATION • Emotional speech synthesis (Schröder 2001) - Prosody rules • Music recommendation systems - Categorisation of rhythm, chords, tempo, melody, loudness and tonality - Sad or happy music and genre membership (Cano et al. 2005) - Associations between emotions and music (Kuo et al. 2005)
![DESIGN AND IMPLEMENTATION KEYOBJECTIVES Context consideration through natural language processing common sense : DESIGN AND IMPLEMENTATION KEYOBJECTIVES • Context consideration through natural language processing, common sense](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-10.jpg)
: DESIGN AND IMPLEMENTATION KEYOBJECTIVES • Context consideration through natural language processing, common sense knowledge and reasoning methods • Extract genre and moods from screenplays • Influence on all elements of visualisation • Enhance naturalism and believability • Text-to-animation software prototype, Scene. Maker
![DESIGN AND IMPLEMENTATION ARCHITECTURE OF SCENEMAKER Screenplay Script Editor Animation Player Text : DESIGN AND IMPLEMENTATION ARCHITECTURE OF SCENEMAKER Screenplay Script Editor Animation Player Text &](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-11.jpg)
: DESIGN AND IMPLEMENTATION ARCHITECTURE OF SCENEMAKER Screenplay Script Editor Animation Player Text & Language Processing Context Interpretation Genre } Emotion Action } Multimedia Generation
![DESIGN AND IMPLEMENTATION SOFTWARE AND TOOLS Natural Language Processing Script Segmentation Movie : DESIGN AND IMPLEMENTATION SOFTWARE AND TOOLS Natural Language Processing & Script Segmentation Movie](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-12.jpg)
: DESIGN AND IMPLEMENTATION SOFTWARE AND TOOLS Natural Language Processing & Script Segmentation Movie Script Gate (1) ANNIE Onto-Gazetteer Genre Movie Ontology RDFS/OWL Script Format Ontology LVSR(2) Lexical Visual Semantic Representation Context + Emotion Reasoning Event Synchronisation 3 D Rendering + Multimedia Concept Net(3) MSML(5) Unity(6) /SMIL 3 D Engine (Java. Script, XML) Common Sense Knowledge Word. Net. Affect(4) Automatic Sound & Music Selection 3 D Models (3 D Studio Max) Festival(7) Speech Synthesiser (1) http: //gate. ac. uk (2) Ma 2006 (3) Liu and Singh 2004 (4) Strapparava and Valitutti 2004 (5) Van Rijsselbergen et al. 2009 (6) http: //unity 3 d. com (7) http: //www. cstr. ed. ac. uk/projects/festival
![DESIGN AND IMPLEMENTATION EVALUATION OF SCENEMAKER Evaluating 4 aspects of Scene Maker Aspect : DESIGN AND IMPLEMENTATION EVALUATION OF SCENEMAKER Evaluating 4 aspects of Scene. Maker: Aspect](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-13.jpg)
: DESIGN AND IMPLEMENTATION EVALUATION OF SCENEMAKER Evaluating 4 aspects of Scene. Maker: Aspect Evaluation Correctness of screenplay analysis & visual interpretation Hand-animating scenes Effectiveness of output scenes Existing feature film scenes Suitability for genre type Scenes of unknown scripts categorised by readers Functionality of interface Testing with drama students and directors
![RELATION TO OTHER WORK RELATION TO OTHER WORK](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-14.jpg)
RELATION TO OTHER WORK
![CONCLUSION AND FUTURE WORK Automatic expressive multimedia animation of screenplays Focus on CONCLUSION AND FUTURE WORK • Automatic expressive multi-media animation of screenplays • Focus on:](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-15.jpg)
CONCLUSION AND FUTURE WORK • Automatic expressive multi-media animation of screenplays • Focus on: – automatic reasoning about story context and emotional interpretation – based on world knowledge and context memory – emotions influencing scene compositions and event execution – scene direction refined by genre-specifics • Analysis of script format to access semantic information • Automatic genre specification from script • Heightened expressiveness, naturalness and artistic quality • Assist directors, actors, drama students, script writers • Future work: Implementation & Testing of Scene. Maker
![Thank you QUESTIONS OR COMMENTS Thank you. QUESTIONS OR COMMENTS?](https://slidetodoc.com/presentation_image/26083fb5faa4b6706ff91751d3c8a1d2/image-16.jpg)
Thank you. QUESTIONS OR COMMENTS?
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