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A Qualitative Case Study Exploration Of Secondary Educators' Implementation Of Multicultural Education In A Public School District, Chiquita Apollos Aug 2026

A Qualitative Case Study Exploration Of Secondary Educators' Implementation Of Multicultural Education In A Public School District, Chiquita Apollos

Doctoral Dissertations and Projects

The purpose of this case study was to discover how multicultural education influences teaching practices for secondary educators at Achieve School District in the southeastern United States. The theory guiding this study was James A. Banks’ multicultural education theory, as it provided the framework for implementing the histories, customs, and perceptions of ethnic minority and racial people into the curriculum. The central research question was: How does multicultural education influence the teaching practices of secondary teachers in the Achieve School District? Data were collected through individual interviews, observations, and journal prompts. Thematic analysis of the data revealed multicultural education influenced …


Diversity, Equity, And Inclusion: A Culturally Responsive Pedagogy Phenomenological Study, Paul Bagsby Iv Aug 2026

Diversity, Equity, And Inclusion: A Culturally Responsive Pedagogy Phenomenological Study, Paul Bagsby Iv

Doctoral Dissertations and Projects

The purpose of this hermeneutic phenomenological study was to explore the lived experiences of K–12 STEM teachers as they cultivated inclusive and diverse classrooms in alignment with culturally responsive pedagogy (CRP). Vygotsky’s sociocultural theory of learning guided the study. Purposeful sampling with maximum variation was used to recruit 10 secondary STEM teachers from public schools in Riverside County, Southern California. Data were collected through individual interviews, focus groups, and journal prompts and were analyzed using Colaizzi’s method. Seven themes emerged: CRP as an embedded and intentional practice; CRP as difficult but necessary work; student ownership as engagement; student reactions as …


Predicting Fourth-Grade Mathematics Performance: Disability Status And Udl-Aligned Pedagogy In Inclusive Elementary Classrooms, Shannon W. Davis Aug 2026

Predicting Fourth-Grade Mathematics Performance: Disability Status And Udl-Aligned Pedagogy In Inclusive Elementary Classrooms, Shannon W. Davis

Doctoral Dissertations and Projects

This quantitative, non-experimental, predictive correlational study examined the extent to which student disability status and mathematics instructional pedagogy predicted fourth-grade mathematics performance in inclusive elementary classrooms. Persistent mathematics achievement gaps between students with disabilities and their nondisabled peers highlight the need to identify instructional and student-level predictors of academic outcomes. The sample consisted of 109 fourth-grade students from inclusive elementary classrooms in a large southeastern public school district. Mathematics performance was measured using the Winter i-Ready Diagnostic Assessment for Mathematics scores. In contrast, instructional pedagogy was measured using a validated teacher self-report survey assessing alignment with Universal Design for Learning …


Secondary English Teachers' Experiences Of Supporting Literacy Using Books That Support Diversity And Inclusion: A Hermeneutic Phenomenology, Tremonisha L. Putros Aug 2026

Secondary English Teachers' Experiences Of Supporting Literacy Using Books That Support Diversity And Inclusion: A Hermeneutic Phenomenology, Tremonisha L. Putros

Doctoral Dissertations and Projects

The purpose of this hermeneutic phenomenological study was to explore the use of supporting BIPOC students’ literacy with books that support diversity and inclusion for secondary English teachers in the United States. The theory guiding this study is Bandura’s social cognitive theory, as it stresses personal student engagement in individual learning tasks. The Central Research Question asks: What are the lived experiences of secondary English teachers who support BIPOC students’ literacy with books that support diversity and inclusion by teaching a novel with a BIPOC protagonist in a predominantly BIPOC class? Employing a qualitative methodology, this hermeneutic phenomenology examined the …


An Analysis Of Artificial Intelligence Systems On The Teaching Of Music Improvisation, Composition, And Instrumental Pedagogy, Carter K. Murphey Aug 2026

An Analysis Of Artificial Intelligence Systems On The Teaching Of Music Improvisation, Composition, And Instrumental Pedagogy, Carter K. Murphey

Doctoral Dissertations and Projects

Artificial intelligence (AI) has experienced a significant boom in the first half of the 2020s and has significant implications for the fields of music composition, music production, and music education. AI Large language models (LLMs) such as ChatGPT are frequently used sources for students on a wide range of academic subjects, and can provide in-depth, well-informed and eloquently written explanations in a matter of seconds. Music generative AI programs such as Suno and UDIO can almost instantaneously compose and produce musical recordings from word-generated prompts from users. Noise cancelling AI software such as Moises can create isolated instrumental tracks from …


Exploring Phonics Instruction For Students With Dyslexia: A Phenomenological Study Of Special Education Teachers’ Insights And Approaches, Jennifer Nicole Tuthill Aug 2026

Exploring Phonics Instruction For Students With Dyslexia: A Phenomenological Study Of Special Education Teachers’ Insights And Approaches, Jennifer Nicole Tuthill

Doctoral Dissertations and Projects

The purpose of this phenomenological study was to understand the lived experiences of elementary special education teachers who implemented multi-sensory, evidence-based phonics interventions for their students with dyslexia at public elementary schools in suburban Northern Virginia. The theoretical framework for this study was Bottom-Up Processing Theory. It was important to note that foundational reading skills such as phonemic awareness, phonics, decoding, and fluency are necessary building blocks for comprehensive understanding, especially for students with dyslexia. These students were identified as having a Specific Learning Disability (SLD) in reading with characteristics of dyslexia, based on federal and local evaluation criteria. The …


Quoting The Silver Screen: The Communication Influence Of Film Dialogue, Albert Clayton Vandiver Jr. Aug 2026

Quoting The Silver Screen: The Communication Influence Of Film Dialogue, Albert Clayton Vandiver Jr.

Doctoral Dissertations and Projects

This qualitative thematic analysis study researched the topic of film dialogue elements used in common interpersonal discourse. These elements, or movie quotes, were observed to manifest as meaning-filled symbols in communication throughout American culture. This phenomenon, and the gap in scholarly literature or lack of research on movie quotes within the field of communication, underscored the significance and need for investigation. This study employed a qualitative methodology using the thematic analysis approach in evaluating data. Research questions were designed to focus the study on internal motivation for, and external influence on, movie quote usage. 17 screened adult participants provided valid …


A Qualitative Phenomenological Study Exploring Middle School Special Education Teachers’ Experiences In Their Undergraduate Preparation Programs, Alfredia D. Simmons Aug 2026

A Qualitative Phenomenological Study Exploring Middle School Special Education Teachers’ Experiences In Their Undergraduate Preparation Programs, Alfredia D. Simmons

Doctoral Dissertations and Projects

The purpose of this phenomenological study was to explore the perceived effectiveness of undergraduate educator preparation programs for special education teachers in middle schools in central Georgia. The theory guiding this study was transformative learning, as proposed by, which explored adult learning and the ways individuals reflected on experiences to shift their perspectives and develop new understandings. The central research question asked: How did middle school special education teachers perceive the effectiveness of their undergraduate preparation programs in relation to their current teaching responsibilities? This transcendental phenomenological study included 10 middle school special education teachers in central Georgia. Data were …


Sovereign Borders: John’S Deuteronomic Framework For Israel And The Nations In The Apokalypsis, Kevin W. Mullen Aug 2026

Sovereign Borders: John’S Deuteronomic Framework For Israel And The Nations In The Apokalypsis, Kevin W. Mullen

Doctoral Dissertations and Projects

This dissertation concludes that John’s imagery of Israel and the nations in the Apokalypsis is distinctly shaped by his interpretation and incorporation of Deuteronomic theology. It employs a canonical and intertextual approach to inductively argue that Deuteronomy presents three pillars, or roles, for biblical nationhood: (1) objects of and instruments for divine judgment, (2) custodians to restrain evil, and (3) revelations of God’s sovereignty. These three Deuteronomic pillars establish the foundation for biblical nationhood and are expressed by John throughout his Apokalypsis. Moreover, this dissertation concludes that John’s imagery for the nations is due to his reliance upon the Deuteronomic …


The Revelation Of The Pre-Incarnate Christ: A Canonical Exposition Of The Gospel Of John And The Old Testament Witness In Fulfilling God’S Eschatological Promises, Robert R. Coon Sr. Aug 2026

The Revelation Of The Pre-Incarnate Christ: A Canonical Exposition Of The Gospel Of John And The Old Testament Witness In Fulfilling God’S Eschatological Promises, Robert R. Coon Sr.

Doctoral Dissertations and Projects

This dissertation researches how the Gospel of John presents Jesus Christ as the eternally pre-existent and ontologically divine Logos, fulfilling Israel’s scriptural patterns of divine presence, revelation, and glory. Employing a canonical-critical and prosopological approach, the study demonstrates that John’s Christology is best understood as the culmination of Old Testament theophanic witness rather than as a later theological innovation. Through focused exegesis of the Prologue, key theophanic texts, and the Gospel narrative, this work argues that the Logos is not merely a functional agent or literary symbol, but the personal subject in whom God’s self-disclosure reaches its historical and eschatological …


Improvisation, Ear Training, And Sight-Reading Ability In Class Piano Students, Kimberly Witt Aug 2026

Improvisation, Ear Training, And Sight-Reading Ability In Class Piano Students, Kimberly Witt

Doctoral Dissertations and Projects

Sight-reading is considered an essential functional piano skill for music majors and a component of keyboard proficiency exams in the university setting. While many studies have been completed on sight-reading over the years, research on developing sight-reading as a skill is lacking or incomplete. Additionally, conflicting results among studies have created uncertainty about how to develop sight-reading as a skill. Developing sight-reading skills is crucial for class piano students who need functional piano skills relevant to their future profession. Studying the correlation between improvisation, aural skills, and sight-reading development may show how sight-reading can be built as a skill and …


Exploring Social Cognitive Learning In Simulation-Enhanced Interprofessional Education: A Case Study, William Nicholas Vasios Iii Aug 2026

Exploring Social Cognitive Learning In Simulation-Enhanced Interprofessional Education: A Case Study, William Nicholas Vasios Iii

Doctoral Dissertations and Projects

The purpose of this single-case design study is to explore the impact of observational and vicarious learning during simulation-enhanced interprofessional education (Sim-IPE) on the confidence and perceived self-efficacy of nursing students and IM residents at a southeastern university. Guided by Bandura’s social cognitive learning theory, which addresses the personnel, behavioral, and environmental factors of Sim-IPE, while answering the central research question: How does observational and vicarious learning during Sim-IPE impact participant confidence and perceived self-efficacy? This qualitative single-case study was conducted at a university in the southeastern United States, using data collected through visual confidence analog scale surveys, interviews, and …


Cultural Fidelity: An Exploration Of Oral Tradition And Its Role In Preserving Cultural Identity In Nigerians Of The Diaspora, Veronica L. Graham Aug 2026

Cultural Fidelity: An Exploration Of Oral Tradition And Its Role In Preserving Cultural Identity In Nigerians Of The Diaspora, Veronica L. Graham

Doctoral Dissertations and Projects

Oral tradition is a dynamic communicative practice through which diasporic individuals construct meaning, transmit memory, and sustain intergenerational belonging. Against the backdrop of cultural displacement, linguistic adaptation, and identity negotiation, this study examined the role of oral tradition in preserving cultural identity amongst Nigerians of the diaspora. It also interrogated how oral practices—often considered antiquated or informal within Western paradigms—function as enduring technologies of cultural continuity. Guided by multi-generational voices that reflect the evolving nature of oral expression across diasporic contexts, the findings of this study indicate that oral tradition remains a powerful mechanism through which diasporic Nigerians preserve cultural …


Differences In Private School Leadership Styles Based On North Carolina Opportunity Scholarship Participation Status And Geographic Setting: A Causal-Comparative Study, Tahira Copland Aug 2026

Differences In Private School Leadership Styles Based On North Carolina Opportunity Scholarship Participation Status And Geographic Setting: A Causal-Comparative Study, Tahira Copland

Doctoral Dissertations and Projects

This quantitative causal-comparative study examined whether leadership style differs between private school leaders of North Carolina Opportunity Scholarship participating schools and nonparticipating schools in urban and rural geographic settings. This study is important because the rapid expansion of school voucher programs has implications for the accessibility and effectiveness of private schools now serving larger numbers of recipients. This study adds to the literature on the behaviors of private school leaders in the context of school vouchers in distinct settings. The study comprised a convenience sample of 89 North Carolina private school leaders recruited statewide who were at least 18 years …


Bridging The Gap: Enhancing Sixth Grade Beginning Band Rhythm Pedagogy Through Second-Language Education Strategies, Eliú Nolberto Santos Aug 2026

Bridging The Gap: Enhancing Sixth Grade Beginning Band Rhythm Pedagogy Through Second-Language Education Strategies, Eliú Nolberto Santos

Doctoral Dissertations and Projects

This dissertation investigated the implementation of second-language education strategies by middle school band directors, drawing on the theories of Jean Piaget, Noam Chomsky, Benjamin Bloom, Howard Gardner, and Lev Vygotsky, among others. This study sought to examine participating band directors' perceptions regarding the implementation of second-language education practices for beginning band students. In parallel, this dissertation sought to quantify the competition results of the surveyed middle school band directors, particularly in sight-reading competitions. The study employed a robust mixed-methods design, commencing with a qualitative survey of middle-school band directors to gather data on the implementation of various second-language acquisition strategies, …


A Causal-Comparative Study Of Communication Competence Among Adult English As A Second Language Learners Taught Using Communicative, Content-Based, And Task-Based Instruction, Aymen Al-Dujaili Aug 2026

A Causal-Comparative Study Of Communication Competence Among Adult English As A Second Language Learners Taught Using Communicative, Content-Based, And Task-Based Instruction, Aymen Al-Dujaili

Doctoral Dissertations and Projects

The purpose of this quantitative causal-comparative study was to examine how English as a second language curriculum and instruction strategies impact interpersonal communication competence among adult learners. This study addresses gaps in the literature by investigating differences in interpersonal communication competence among adult ESL learners taught using communicative, content-based, and task-based instruction, providing empirical evidence to inform educators, policymakers, and employers. The sample consisted of 159 ESL adult learners. Instrumentation included the Interpersonal Communication Competence Scale to assess interpersonal communication competence, a Likert-scale survey to evaluate the potential effects of their communication style. Data collection involved recruiting ESL adult learners, …


Exploring Missouri Teachers’ Experiences Regarding Rti Support Teams Before A Special Education Referral: A Hermeneutic Phenomenological Study, Malinka L. Buchanan Aug 2026

Exploring Missouri Teachers’ Experiences Regarding Rti Support Teams Before A Special Education Referral: A Hermeneutic Phenomenological Study, Malinka L. Buchanan

Doctoral Dissertations and Projects

The purpose of this hermeneutic phenomenological study is to interpret the lived experiences of elementary classroom teachers on Response to Intervention (RTI) support teams as part of a special education pre-referral process within a public school in Missouri. I used purposeful and snowball sampling to select elementary teachers who have participated on an RTI support team. The theory guiding this study is Bruner’s constructivist theory, as it relates to both pre-referral interventions and support teams, with the idea that the learning process happens as people construct their knowledge through creating relationships to prior knowledge, practicing trial and error, and growing …


A Causal-Comparative Study Of The Differences Existing Between Elementary, Middle, And High School Faculty And Staff Members Perceptions Of Their Mtss/Rti Skills, Vanessa F. Harriman Aug 2026

A Causal-Comparative Study Of The Differences Existing Between Elementary, Middle, And High School Faculty And Staff Members Perceptions Of Their Mtss/Rti Skills, Vanessa F. Harriman

Doctoral Dissertations and Projects

The purpose of this quantitative, causal-comparative study was to explore the relationships between the independent variable, school level (elementary, middle, high), and the dependent variables of faculty and staff perceptions of his/her own ability to implement MTSS/RTI when applied to academic content (Null Hypothesis One), behavioral content (Null Hypothesis Two), and the construction and use of data displays (Null Hypothesis Three). This study was critical because it added to the literature concerning MTSS/RTI implementation in middle and high schools while comparing their data to elementary schools. This study used a convenience sample of faculty and staff of public-school districts in …


Sport Is The New Religion? Speculations In A Time Of Profound Cultural Change, Richard M. Rymarz Aug 2026

Sport Is The New Religion? Speculations In A Time Of Profound Cultural Change, Richard M. Rymarz

Journal of Catholic Education

Utilizing a narrative approach, this article begins with an indicative account of how religion and sport are related in a particular context. This narrative is a prelude to a closer examination of the decline of religion in contemporary culture. Religion is conceptualized following Durkheim. Its decline, using sources such as Berger, Luckmann, and Stoltz, is simply explained by using powerful descriptors such as loss of ritualized practice, secular competition, and diminishing plausibility. A second narrative is offered as a departure point for the oft-discussed maxim that sport is the new religion. Rather than one being seen as a substitute for …


Reading Comprehension Success For Multilingual Learners, Meilian Wang Aug 2026

Reading Comprehension Success For Multilingual Learners, Meilian Wang

Masters Projects

Multilingual learners (MLs) often struggle with reading comprehension as they simultaneously develop English language proficiency and learn grade-level academic content. Although research has identified effective instructional strategies for supporting ML reading comprehension, many general education teachers feel underprepared to implement these strategies effectively. This project examines the research-based approaches for supporting ML’s reading comprehension while addressing the need for sustained professional learning and instructional coaching for classroom teachers. The literature reviewed in this project focuses on sociocultural theory, translanguaging, culturally responsive pedagogy, and the Sheltered Instruction Observation Protocol (SIOP). There will be additional research-based instructional strategies such as explicit vocabulary …


Measure By Measure: Reflections On Building A Quiz Map For Critical Caribbean Digital Pedagogy, Ra Bacchus, Medardo G. Rosario, Alexander S. Butler Aug 2026

Measure By Measure: Reflections On Building A Quiz Map For Critical Caribbean Digital Pedagogy, Ra Bacchus, Medardo G. Rosario, Alexander S. Butler

archipelagos: a journal of Caribbean digital praxis

This article reflects on the web development of a digital quiz map designed to help students critically engage with the representation of the Caribbean in digital space. Emerging from workshops organized by Visiones del Caribe—a digital humanities initiative using digitized maps and archives to teach Caribbean history, culture, and cartography—this tool responds to students’ inquiries about the region’s spatial boundaries. The quiz invites students to select on a map those countries and territories they consider part of the Caribbean, prompting reflection on the diversity of perspectives shaping Caribbean identity. Drawing from the discourse of critical cartography and digital pedagogy, we …


Acervos Documentales De Puerto Rico Y El Caribe @ Upr-Río Piedras: On Designing Digital Strategies For Preservation And Access Of Unique Puerto Rican And Caribbean Studies Collections, Mirerza González-Vélez, Mila Aponte-González Aug 2026

Acervos Documentales De Puerto Rico Y El Caribe @ Upr-Río Piedras: On Designing Digital Strategies For Preservation And Access Of Unique Puerto Rican And Caribbean Studies Collections, Mirerza González-Vélez, Mila Aponte-González

archipelagos: a journal of Caribbean digital praxis

This paper documents Acervos Digitales de Puerto Rico y el Caribe @ UPR-Río Piedras, its origins, goals, activities and participants. It reflects on the team engagement with fundamental discussions regarding the use of Omeka in a Caribbean context, that resulted in the articulation and enactment of ethical principles for digital curation, as well as in its commitment for fundamental digital preservation efforts based on minimal technology requirements. The paper also provides an assessment of its continuity as a DH initiative committed to preserving, improving open access, and building capacity for the effective use of unique digitized humanities collections, and poses …


Digital Research Tools, Newspaper Texts, And Enslaved Fugitives In The Atlantic World, Gunvor Simonsen, Natacha Klein Käfer, Heather Freund, Felicia J. Fricke Aug 2026

Digital Research Tools, Newspaper Texts, And Enslaved Fugitives In The Atlantic World, Gunvor Simonsen, Natacha Klein Käfer, Heather Freund, Felicia J. Fricke

archipelagos: a journal of Caribbean digital praxis

This article demonstrates the benefits and pitfalls of utilizing Natural Language Processing to structure a large corpus of newspaper adverts on fugitive enslaved people from the Atlantic World between 1766 and 1821. We evaluate a model for multilingual event extraction trained specifically for fugitive ads and jail lists in its capacity to extract correctly the attributes relevant for historical analysis. Finally, we discuss how the current model may be used to expand and qualify databases concerning enslaved fugitives in the eastern Caribbean.


Tracing Caribbean Narratives At The Intersection Of Language, Identity, And Social Media, Juan-Carlos M.E. Goilo Aug 2026

Tracing Caribbean Narratives At The Intersection Of Language, Identity, And Social Media, Juan-Carlos M.E. Goilo

archipelagos: a journal of Caribbean digital praxis

This article delves into how the creole language of Papiamentu navigates the complexities of cultural identity and decolonial praxis within the social media landscape. Drawing from literature reviews, digital ethnography, content analysis, and an interview with social media influencer Gerald Lijde, I explore Papiamentu’s deep-rooted colonial ambivalence—a legacy that shapes its contemporary online use. While digital platforms offer new avenues for celebrating and formalizing Papiamentu, they also risk commodifying its radical, anti-colonial roots into tourist-friendly narratives. By linking online content production to theories of agency and digital culture, the article illuminates Papiamentu’s enduring role as a vessel of resistance and …


A Metadata Analysis Of Anthropological Scholarship About Haiti And The Dominican Republic, Tess Kulstad González, Pauline Kulstad González, Zoe Grubbs, Hongyuan Zhang Aug 2026

A Metadata Analysis Of Anthropological Scholarship About Haiti And The Dominican Republic, Tess Kulstad González, Pauline Kulstad González, Zoe Grubbs, Hongyuan Zhang

archipelagos: a journal of Caribbean digital praxis

This article presents the results of a metadata and content analysis of anthropological research about Haiti and the Dominican Republic available in the Anthropological Literature database and in the Journal of Latin American and Caribbean Anthropology. This analysis shows that anthropological knowledge about Haiti and/or the Dominican Republic, produced in Haiti and the Dominican Republic, is included less than scholarship published outside the island. In addition, our analysis indicates that research that pertains to both countries, or that considers transnational and/or inter-island processes has been infrequent. Furthermore, that which exists is not as discoverable or visible as research that focuses …


Ladbench: A Benchmark For Logical Fault Detection In Images, Sahasra Kondapalli, Lara Radovanovic, Mingyang Mao, Aadi Palnitkar Aug 2026

Ladbench: A Benchmark For Logical Fault Detection In Images, Sahasra Kondapalli, Lara Radovanovic, Mingyang Mao, Aadi Palnitkar

OneUSF Summer Undergraduate Research Symposium

Large Vision Language Models (VLMs) excel at visual question answering and semantic grounding, but their capacity for autonomous logical reasoning remains underexplored. Existing anomaly benchmarks emphasize visual errors or direct prompting rather than the physical and social common sense needed for open-world deployment. To address this, we introduce LAD-bench, a benchmark of more than 1,000 curated synthetic images with logical anomalies across four domains: Residential, Urban, Collaborative, and Nature. We further propose a Tiered Prompting Protocol based on progressive disclosure, which measures how much explicit assistance a model needs to localize and reason about a logical fault. Evaluating leading foundation …


Refusing Artificial Coherence: Christopher Tolkien's Philology And His Editorial Practice On His Father’S Legendarium, Nicholas Birns Aug 2026

Refusing Artificial Coherence: Christopher Tolkien's Philology And His Editorial Practice On His Father’S Legendarium, Nicholas Birns

Journal of Tolkien Research

This paper was given at The Christopher Tolkien Centenary Conference sponsored by the Tolkien Society, held online on 23/24 November 2024.  The paper was given on Zoom on November 24, 2024.

This paper argues that Christopher Tolkien’s 1950s philological essay “The Battle of the Goths and the Huns” anticipates the editorial principles that later governed his presentation of his father, J. R. R. Tolkien’s legendarium. Analyzing Christopher’s treatment of early medieval legend alongside his handling of the Celeborn and Galadriel materials, the essay argues that he consistently resisted imposing artificial coherence on fragmentary evidence. Whether confronting speculative Gothic history, or …


A Generative System For Real-Time Audio Dubbing With Voice And Emotion Transfer, Dev Daftari, Harsh Rajotiya Aug 2026

A Generative System For Real-Time Audio Dubbing With Voice And Emotion Transfer, Dev Daftari, Harsh Rajotiya

Defensive Publications Series

Systems and methods are disclosed for real-time media localization that may address potential scalability and fidelity limitations of some conventional approaches. A technical solution may involve a multimodal generative pipeline, which can be implemented on a hybrid edge-cloud architecture. For example, a system can separate dialogue from background audio on a client device (e.g., a smartphone, smart television, personal computer, wearable device, or augmented reality glasses). The isolated dialogue may then be processed to transcribe speech to text and to extract paralinguistic features, such as vocal timbre and emotional tone. This information may be processed by a large language model …


Zero-Enrollment Target Speaker Extraction, Zhi Li, Xuelin Huang Aug 2026

Zero-Enrollment Target Speaker Extraction, Zhi Li, Xuelin Huang

Defensive Publications Series

This disclosure describes a new framework for isolating a specific person's voice from background noise, often called Target Speaker Extraction (TSE), speech isolation, voice separation, audio unmixing, voice filtering,  target audio filtering, speaker segregation, acoustic filtering, vocal isolation, target voice retrieval, or speech decoupling for devices equipped with artificial intelligence. Traditional voice recognition systems require users to manually record their voice in a quiet room, which is frustrating and often fails to recognize natural changes in a person's voice like sickness or morning voice. Rather than requiring the user to perform this manual process, the new framework described herein enables …


The Challenges Of Romantic Relationships In Contemporary Societies, Xavier Pillet Aug 2026

The Challenges Of Romantic Relationships In Contemporary Societies, Xavier Pillet

Defensive Publications Series

This document, produced with the assistance of ChatGPT o3, GPT-5 Thinking and Grok, is released under the Apache License 2.0. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes : EPC Art. 54(2) (European Patent Convention), French IPC Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (両匡丢氡儡吡嘡丣刡氢), and Japanese Patent Act Art. 29(1) (闘旧避). This disclosure details technical systems, methods, and architectures spanning ethical matching, socio-ecological scoring, closed-loop UX, a!ective VR, safety/consent, intergenerational models, community optimization, data …