Publications

Displaying 1 - 100 of 190
  • Akamine, S., Ghaleb, E., Rasenberg, M., Fernandez, R., Meyer, A. S., & Özyürek, A. (2024). Speakers align both their gestures and words not only to establish but also to maintain reference to create shared labels for novel objects in interaction. In L. K. Samuelson, S. L. Frank, A. Mackey, & E. Hazeltine (Eds.), Proceedings of the 46th Annual Meeting of the Cognitive Science Society (CogSci 2024) (pp. 2435-2442).

    Abstract

    When we communicate with others, we often repeat aspects of each other's communicative behavior such as sentence structures and words. Such behavioral alignment has been mostly studied for speech or text. Yet, language use is mostly multimodal, flexibly using speech and gestures to convey messages. Here, we explore the use of alignment in speech (words) and co-speech gestures (iconic gestures) in a referential communication task aimed at finding labels for novel objects in interaction. In particular, we investigate how people flexibly use lexical and gestural alignment to create shared labels for novel objects and whether alignment in speech and gesture are related over time. The present study shows that interlocutors establish shared labels multimodally, and alignment in words and iconic gestures are used throughout the interaction. We also show that the amount of lexical alignment positively associates with the amount of gestural alignment over time, suggesting a close relationship between alignment in the vocal and manual modalities.

    Additional information

    link to eScholarship
  • Ameka, F. K. (1999). Interjections. In K. Brown, & J. Miller (Eds.), Concise encyclopedia of grammatical categories (pp. 213-216). Oxford: Elsevier.
  • Ameka, F. K., & Wilkins, D. (1996). Semantics. In H. Goebl, P. H. Nelde, Z. Stary, & W. Wölck (Eds.), Contact linguistics: An international handbook of contemporary research. Volume 1 (pp. 130-137). Berlin: Mouton de Gruyter.
  • Ameka, F. K., De Witte, C., & Wilkins, D. (1999). Picture series for positional verbs: Eliciting the verbal component in locative descriptions. In D. Wilkins (Ed.), Manual for the 1999 Field Season (pp. 48-54). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.2573831.

    Abstract

    How do different languages encode location and position meanings? In conjunction with the BowPed picture series and Caused Positions task, this elicitation tool is designed to help researchers (i) identify a language’s resources for encoding topological relations; (ii) delimit the pragmatics of use of such resources; and (iii) determine the semantics of select spatial terms. The task focuses on the exploration of the predicative component of topological expressions (e.g., ‘the cassavas are lying in the basket’), especially the contrastive elicitation of positional verbs. The materials consist of a set of photographs of objects (e.g., bottles, cloths, sticks) in specific configurations with various ground items (e.g., basket, table, tree).

    Additional information

    1999_Positional_verbs_stimuli.zip
  • Bauer, B. L. M. (1999). Aspects of impersonal constructions in Late Latin. In H. Petersmann, & R. Kettelmann (Eds.), Latin vulgaire – latin tardif V (pp. 209-211). Heidelberg: Winter.
  • Bauer, B. L. M. (1999). Impersonal HABET constructions: At the cross-roads of Indo-European innovation. In E. Polomé, & C. Justus (Eds.), Language change and typological variation. Vol II. Grammatical universals and typology (pp. 590-612). Washington: Institute for the study of man.
  • Bauer, B. L. M. (1996). The verb in indirect speech in Old French. In T. Janssen, & W. Van der Wurff (Eds.), Reported Speech (pp. 75-96). Amsterdam: Benjamins.
  • Ben-Ami, S., Shukla, Vishakha, V., Gupta, P., Shah, P., Ralekar, C., Ganesh, S., Gilad-Gutnick, S., Rubio-Fernández, P., & Sinha, P. (2024). Form perception as a bridge to real-world functional proficiency. In L. K. Samuelson, S. L. Frank, M. Toneva, A. Mackey, & E. Hazeltine (Eds.), Proceedings of the 46th Annual Meeting of the Cognitive Science Society (CogSci 2024) (pp. 6094-6102).

    Abstract

    Recognizing the limitations of standard vision assessments in capturing the real-world capabilities of individuals with low vision, we investigated the potential of the Seguin Form Board Test (SFBT), a widely-used intelligence assessment employing a visuo-haptic shape-fitting task, as an estimator of vision's practical utility. We present findings from 23 children from India, who underwent treatment for congenital bilateral dense cataracts, and 21 control participants. To assess the development of functional visual ability, we conducted the SFBT and the standard measure of visual acuity, before and longitudinally after treatment. We observed a dissociation in the development of shape-fitting and visual acuity. Improvements of patients' shape-fitting preceded enhancements in their visual acuity after surgery and emerged even with acuity worse than that of control participants. Our findings highlight the importance of incorporating multi-modal and cognitive aspects into evaluations of visual proficiency in low-vision conditions, to better reflect vision's impact on daily activities.

    Additional information

    link to eScholarship
  • Bohnemeyer, J. (1999). A questionnaire on event integration. In D. Wilkins (Ed.), Manual for the 1999 Field Season (pp. 87-95). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.3002691.

    Abstract

    How do we decide where events begin and end? Like the ECOM clips, this questionnaire is designed to investigate how a language divides and/or integrates complex scenarios into sub-events and macro-events. The questionnaire focuses on events of motion, caused state change (e.g., breaking), and transfer (e.g., giving). It provides a checklist of scenarios that give insight into where a language “draws the line” in event integration, based on known cross-linguistic differences.
  • Bohnemeyer, J. (1999). Event representation and event complexity: General introduction. In D. Wilkins (Ed.), Manual for the 1999 Field Season (pp. 69-73). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.3002741.

    Abstract

    How do we decide where events begin and end? In some languages it makes sense to say something like Dan broke the plate, but in other languages it is necessary to treat this action as a complex scenario composed of separate stages (Dan dropped the plate and then the plate broke). This document introduces issues concerning the linguistic and cognitive representations of event complexity and integration, and provides an overview of tasks that are relevant to this topic, including the ECOM clips, the Questionnaire on Event integration, and the Questionnaire on motion lexicalisation and motion description.
  • Bohnemeyer, J., & Caelen, M. (1999). The ECOM clips: A stimulus for the linguistic coding of event complexity. In D. Wilkins (Ed.), Manual for the 1999 Field Season (pp. 74-86). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.874627.

    Abstract

    How do we decide where events begin and end? In some languages it makes sense to say something like Dan broke the plate, but in other languages it is necessary to treat this action as a complex scenario composed of separate stages (Dan dropped the plate and then the plate broke). The “Event Complexity” (ECOM) clips are designed to explore how languages differ in dividing and/or integrating complex scenarios into sub-events and macro-events. The stimuli consist of animated clips of geometric shapes that participate in different scenarios (e.g., a circle “hits” a triangle and “breaks” it). Consultants are asked to describe the scenes, and then to comment on possible alternative descriptions.

    Additional information

    1999_The_ECOM_clips.zip
  • Bowerman, M. (1974). Early development of concepts underlying language. In R. Schiefelbusch, & L. Lloyd (Eds.), Language perspectives: Acquisition, retardation, and intervention (pp. 191-209). Baltimore: University Park Press.
  • Bowerman, M. (1996). Argument structure and learnability: Is a solution in sight? In J. Johnson, M. L. Juge, & J. L. Moxley (Eds.), Proceedings of the Twenty-second Annual Meeting of the Berkeley Linguistics Society, February 16-19, 1996. General Session and Parasession on The Role of Learnability in Grammatical Theory (pp. 454-468). Berkeley Linguistics Society.
  • Bowerman, M. (1988). Inducing the latent structure of language. In F. Kessel (Ed.), The development of language and language researchers: Essays presented to Roger Brown (pp. 23-49). Hillsdale, N.J.: Lawrence Erlbaum.
  • Bowerman, M. (1996). Learning how to structure space for language: A crosslinguistic perspective. In P. Bloom, M. A. Peterson, L. Nadel, & M. F. Garrett (Eds.), Language and space (pp. 385-436). Cambridge, MA: MIT press.
  • Bowerman, M. (1983). Hidden meanings: The role of covert conceptual structures in children's development of language. In D. Rogers, & J. A. Sloboda (Eds.), The acquisition of symbolic skills (pp. 445-470). New York: Plenum Press.
  • Bowerman, M. (1988). The 'no negative evidence' problem: How do children avoid constructing an overly general grammar? In J. Hawkins (Ed.), Explaining language universals (pp. 73-101). Oxford: Basil Blackwell.
  • Bowerman, M. (1988). The child's expression of meaning: Expanding relationships among lexicon, syntax, and morphology [Reprint]. In M. B. Franklin, & S. S. Barten (Eds.), Child language: A reader (pp. 106-117). Oxford: Oxford University Press.

    Abstract

    Reprinted from: Bowerman, M. (1981). The child's expression of meaning: Expanding relationships among lexicon, syntax, and morphology. In H. Winitz (Ed.), Native language and foreign language acquisition (pp. 172 189). New York: New York Academy of Sciences.
  • Bowerman, M. (1973). Structural relationships in children's utterances: Semantic or syntactic? In T. Moore (Ed.), Cognitive development and the acquisition of language (pp. 197-213). New York: Academic Press.
  • Bowerman, M. (1996). The origins of children's spatial semantic categories: Cognitive vs. linguistic determinants. In J. J. Gumperz, & S. C. Levinson (Eds.), Rethinking linguistic relativity (pp. 145-176). Cambridge University Press.
  • Bowerman, M. (1980). The structure and origin of semantic categories in the language learning child. In M. Foster, & S. Brandes (Eds.), Symbol as sense (pp. 277-299). New York: Academic Press.
  • Brown, P. (1980). How and why are women more polite: Some evidence from a Mayan community. In S. McConnell-Ginet, R. Borker, & N. Furman (Eds.), Women and language in literature and society (pp. 111-136). New York: Praeger.
  • Brown, C. M., Hagoort, P., & Swaab, T. Y. (1996). Neurophysiological evidence for a temporal disorganization in aphasic patients with comprehension deficits. In W. Widdig, I. Ohlendorff, T. A. Pollow, & J. Malin (Eds.), Aphasiatherapie im Wandel (pp. 89-122). Freiburg: Hochschul Verlag.
  • Brown, C. M., & Hagoort, P. (1999). The cognitive neuroscience of language: Challenges and future directions. In C. M. Brown, & P. Hagoort (Eds.), The neurocognition of language (pp. 3-14). Oxford: Oxford University Press.
  • Brown, P., & Levinson, S. C. (1999). Politeness: Some universals in language usage [Reprint]. In A. Jaworski, & N. Coupland (Eds.), The discourse reader (pp. 321-335). London: Routledge.

    Abstract

    This article is a reprint of chapter 1, the introduction to Brown and Levinson, 1987, Politeness: Some universals in language usage (Cambridge University Press).
  • Butterfield, S., & Cutler, A. (1988). Segmentation errors by human listeners: Evidence for a prosodic segmentation strategy. In W. Ainsworth, & J. Holmes (Eds.), Proceedings of SPEECH ’88: Seventh Symposium of the Federation of Acoustic Societies of Europe: Vol. 3 (pp. 827-833). Edinburgh: Institute of Acoustics.
  • Cheung, C.-Y., Kirby, S., & Raviv, L. (2024). The role of gender, social bias and personality traits in shaping linguistic accommodation: An experimental approach. In J. Nölle, L. Raviv, K. E. Graham, S. Hartmann, Y. Jadoul, M. Josserand, T. Matzinger, K. Mudd, M. Pleyer, A. Slonimska, & S. Wacewicz (Eds.), The Evolution of Language: Proceedings of the 15th International Conference (EVOLANG XV) (pp. 80-82). Nijmegen: The Evolution of Language Conferences. doi:10.17617/2.3587960.
  • Cos, F., Bujok, R., & Bosker, H. R. (2024). Test-retest reliability of audiovisual lexical stress perception after >1.5 years. In Y. Chen, A. Chen, & A. Arvaniti (Eds.), Proceedings of Speech Prosody 2024 (pp. 871-875). doi:10.21437/SpeechProsody.2024-176.

    Abstract

    In natural communication, we typically both see and hear our conversation partner. Speech comprehension thus requires the integration of auditory and visual information from the speech signal. This is for instance evidenced by the Manual McGurk effect, where the perception of lexical stress is biased towards the syllable that has a beat gesture aligned to it. However, there is considerable individual variation in how heavily gestural timing is weighed as a cue to stress. To assess within-individualconsistency, this study investigated the test-retest reliability of the Manual McGurk effect. We reran an earlier Manual McGurk experiment with the same participants, over 1.5 years later. At the group level, we successfully replicated the Manual McGurk effect with a similar effect size. However, a correlation of the by-participant effect sizes in the two identical experiments indicated that there was only a weak correlation between both tests, suggesting that the weighing of gestural information in the perception of lexical stress is stable at the group level, but less so in individuals. Findings are discussed in comparison to other measures of audiovisual integration in speech perception. Index Terms: Audiovisual integration, beat gestures, lexical stress, test-retest reliability
  • Cutler, A., & Clifton, Jr., C. (1999). Comprehending spoken language: A blueprint of the listener. In C. M. Brown, & P. Hagoort (Eds.), The neurocognition of language (pp. 123-166). Oxford University Press.
  • Cutler, A. (1980). Errors of stress and intonation. In V. A. Fromkin (Ed.), Errors in linguistic performance: Slips of the tongue, ear, pen and hand (pp. 67-80). New York: Academic Press.
  • Cutler, A. (1999). Foreword. In Slips of the Ear: Errors in the perception of Casual Conversation (pp. xiii-xv). New York City, NY, USA: Academic Press.
  • Cutler, A., Norris, D., & McQueen, J. M. (1996). Lexical access in continuous speech: Language-specific realisations of a universal model. In T. Otake, & A. Cutler (Eds.), Phonological structure and language processing: Cross-linguistic studies (pp. 227-242). Berlin: Mouton de Gruyter.
  • Cutler, A. (1983). Lexical complexity and sentence processing. In G. B. Flores d'Arcais, & R. J. Jarvella (Eds.), The process of language understanding (pp. 43-79). Chichester, Sussex: Wiley.
  • Cutler, A. (1974). On saying what you mean without meaning what you say. In M. Galy, R. Fox, & A. Bruck (Eds.), Papers from the Tenth Regional Meeting, Chicago Linguistic Society (pp. 117-127). Chicago, Ill.: CLS.
  • Cutler, A., & Otake, T. (1996). Phonological structure and its role in language processing. In T. Otake, & A. Cutler (Eds.), Phonological structure and language processing: Cross-linguistic studies (pp. 1-12). Berlin: Mouton de Gruyter.
  • Cutler, A. (1980). Productivity in word formation. In J. Kreiman, & A. E. Ojeda (Eds.), Papers from the Sixteenth Regional Meeting, Chicago Linguistic Society (pp. 45-51). Chicago, Ill.: CLS.
  • Cutler, A. (1999). Prosodische Struktur und Worterkennung bei gesprochener Sprache. In A. D. Friedrici (Ed.), Enzyklopädie der Psychologie: Sprachrezeption (pp. 49-83). Göttingen: Hogrefe.
  • Cutler, A. (1999). Prosody and intonation, processing issues. In R. A. Wilson, & F. C. Keil (Eds.), MIT encyclopedia of the cognitive sciences (pp. 682-683). Cambridge, MA: MIT Press.
  • Cutler, A. (1996). Prosody and the word boundary problem. In J. L. Morgan, & K. Demuth (Eds.), Signal to syntax: Bootstrapping from speech to grammar in early acquisition (pp. 87-99). Mahwah, NJ: Erlbaum.
  • Cutler, A. (1996). The comparative study of spoken-language processing. In H. T. Bunnell (Ed.), Proceedings of the Fourth International Conference on Spoken Language Processing: Vol. 1 (pp. 1). New York: Institute of Electrical and Electronics Engineers.

    Abstract

    Psycholinguists are saddled with a paradox. Their aim is to construct a model of human language processing, which will hold equally well for the processing of any language, but this aim cannot be achieved just by doing experiments in any language. They have to compare processing of many languages, and actively search for effects which are specific to a single language, even though a model which is itself specific to a single language is really the last thing they want.
  • Cutler, A. (1983). Semantics, syntax and sentence accent. In M. Van den Broecke, & A. Cohen (Eds.), Proceedings of the Tenth International Congress of Phonetic Sciences (pp. 85-91). Dordrecht: Foris.
  • Cutler, A. (1983). Speakers’ conceptions of the functions of prosody. In A. Cutler, & D. R. Ladd (Eds.), Prosody: Models and measurements (pp. 79-91). Heidelberg: Springer.
  • Cutler, A. (1999). Spoken-word recognition. In R. A. Wilson, & F. C. Keil (Eds.), MIT encyclopedia of the cognitive sciences (pp. 796-798). Cambridge, MA: MIT Press.
  • Cutler, A. (1980). Syllable omission errors and isochrony. In H. W. Dechet, & M. Raupach (Eds.), Temporal variables in speech: studies in honour of Frieda Goldman-Eisler (pp. 183-190). The Hague: Mouton.
  • Cutler, A. (1988). The perfect speech error. In L. Hyman, & C. Li (Eds.), Language, speech and mind: Studies in honor of Victoria A. Fromkin (pp. 209-223). London: Croom Helm.
  • Cutler, A., & Otake, T. (1996). The processing of word prosody in Japanese. In P. McCormack, & A. Russell (Eds.), Proceedings of the 6th Australian International Conference on Speech Science and Technology (pp. 599-604). Canberra: Australian Speech Science and Technology Association.
  • Cutler, A., & Isard, S. D. (1980). The production of prosody. In B. Butterworth (Ed.), Language production (pp. 245-269). London: Academic Press.
  • Cutler, A., Van Ooijen, B., & Norris, D. (1999). Vowels, consonants, and lexical activation. In J. Ohala, Y. Hasegawa, M. Ohala, D. Granville, & A. Bailey (Eds.), Proceedings of the Fourteenth International Congress of Phonetic Sciences: Vol. 3 (pp. 2053-2056). Berkeley: University of California.

    Abstract

    Two lexical decision studies examined the effects of single-phoneme mismatches on lexical activation in spoken-word recognition. One study was carried out in English, and involved spoken primes and visually presented lexical decision targets. The other study was carried out in Dutch, and primes and targets were both presented auditorily. Facilitation was found only for spoken targets preceded immediately by spoken primes; no facilitation occurred when targets were presented visually, or when intervening input occurred between prime and target. The effects of vowel mismatches and consonant mismatches were equivalent.
  • Dang, A., Raviv, L., & Galke, L. (2024). Testing the linguistic niche hypothesis in large with a multilingual Wug test. In J. Nölle, L. Raviv, K. E. Graham, S. Hartmann, Y. Jadoul, M. Josserand, T. Matzinger, K. Mudd, M. Pleyer, A. Slonimska, & S. Wacewicz (Eds.), The Evolution of Language: Proceedings of the 15th International Conference (EVOLANG XV) (pp. 91-93). Nijmegen: The Evolution of Language Conferences.
  • Defina, R., Dingemanse, M., & Van Putten, S. (2024). Linguistic fieldwork as team science. In E. Aboh (Ed.), Predication in African Languages (pp. 20-42). Amsterdam: John Benjamins. doi:10.1075/slcs.235.01def.

    Abstract


    Linguistic fieldwork is increasingly moving forward from the traditional model of lone fieldworker with a notebook to collaborative projects with key roles for native speakers and other experts and involving the use of different kinds of stimulus-based elicitation methods as well as extensive video documentation. Several cohorts of colleagues and students have been influenced by this inclusive and interdisciplinary view of linguistic fieldwork. We describe the challenges and benefits of doing multi-methods collaborative fieldwork. As linguistics inevitably moves into the direction of multiple methods, interdisciplinarity and team science, now is the time to reflect critically on how best to contribute to a cumulative science of language.
  • Dona, L., & Schouwstra, M. (2024). Balancing regularization and variation: The roles of priming and motivatedness. In J. Nölle, L. Raviv, K. E. Graham, S. Hartmann, Y. Jadoul, M. Josserand, T. Matzinger, K. Mudd, M. Pleyer, A. Slonimska, & S. Wacewicz (Eds.), The Evolution of Language: Proceedings of the 15th International Conference (EVOLANG XV) (pp. 130-133). Nijmegen: The Evolution of Language Conferences.
  • Drexler, H., Verbunt, A., & Wittenburg, P. (1996). Max Planck Electronic Information Desk. In B. den Brinker, J. Beek, A. Hollander, & R. Nieuwboer (Eds.), Zesde workshop computers in de psychologie: Programma en uitgebreide samenvattingen (pp. 64-66). Amsterdam: Vrije Universiteit Amsterdam, IFKB.
  • Eisenbeiss, S., McGregor, B., & Schmidt, C. M. (1999). Story book stimulus for the elicitation of external possessor constructions and dative constructions ('the circle of dirt'). In D. Wilkins (Ed.), Manual for the 1999 Field Season (pp. 140-144). Nijmegen: Max Planck Institute for Psycholinguistics. doi:10.17617/2.3002750.

    Abstract

    How involved in an event is a person that possesses one of the event participants? Some languages can treat such “external possessors” as very closely involved, even marking them on the verb along with core roles such as subject and object. Other languages only allow possessors to be expressed as non-core participants. This task explores possibilities for the encoding of possessors and other related roles such as beneficiaries. The materials consist of a sequence of thirty drawings designed to elicit target construction types.

    Additional information

    1999_Story_book_booklet.pdf
  • Enfield, N. J. (1999). Lao as a national language. In G. Evans (Ed.), Laos: Culture and society (pp. 258-290). Chiang Mai: Silkworm Books.
  • Friederici, A., & Levelt, W. J. M. (1988). Sprache. In K. Immelmann, K. Scherer, C. Vogel, & P. Schmook (Eds.), Psychobiologie: Grundlagen des Verhaltens (pp. 648-671). Stuttgart: Fischer.
  • Galke, L., Ram, Y., & Raviv, L. (2024). Learning pressures and inductive biases in emergent communication: Parallels between humans and deep neural networks. In J. Nölle, L. Raviv, K. E. Graham, S. Hartmann, Y. Jadoul, M. Josserand, T. Matzinger, K. Mudd, M. Pleyer, A. Slonimska, & S. Wacewicz (Eds.), The Evolution of Language: Proceedings of the 15th International Conference (EVOLANG XV) (pp. 197-201). Nijmegen: The Evolution of Language Conferences.
  • Ghaleb, E., Rasenberg, M., Pouw, W., Toni, I., Holler, J., Özyürek, A., & Fernandez, R. (2024). Analysing cross-speaker convergence through the lens of automatically detected shared linguistic constructions. In L. K. Samuelson, S. L. Frank, A. Mackey, & E. Hazeltine (Eds.), Proceedings of the 46th Annual Meeting of the Cognitive Science Society (CogSci 2024) (pp. 1717-1723).

    Abstract

    Conversation requires a substantial amount of coordination between dialogue participants, from managing turn taking to negotiating mutual understanding. Part of this coordination effort surfaces as the reuse of linguistic behaviour across speakers, a process often referred to as alignment. While the presence of linguistic alignment is well documented in the literature, several questions remain open, including the extent to which patterns of reuse across speakers have an impact on the emergence of labelling conventions for novel referents. In this study, we put forward a methodology for automatically detecting shared lemmatised constructions---expressions with a common lexical core used by both speakers within a dialogue---and apply it to a referential communication corpus where participants aim to identify novel objects for which no established labels exist. Our analyses uncover the usage patterns of shared constructions in interaction and reveal that features such as their frequency and the amount of different constructions used for a referent are associated with the degree of object labelling convergence the participants exhibit after social interaction. More generally, the present study shows that automatically detected shared constructions offer a useful level of analysis to investigate the dynamics of reference negotiation in dialogue.

    Additional information

    link to eScholarship
  • Ghaleb, E., Burenko, I., Rasenberg, M., Pouw, W., Uhrig, P., Holler, J., Toni, I., Ozyurek, A., & Fernandez, R. (2024). Cospeech gesture detection through multi-phase sequence labeling. In Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024) (pp. 4007-4015).

    Abstract

    Gestures are integral components of face-to-face communication. They unfold over time, often following predictable movement phases of preparation, stroke, and re-
    traction. Yet, the prevalent approach to automatic gesture detection treats the problem as binary classification, classifying a segment as either containing a gesture or not, thus failing to capture its inherently sequential and contextual nature. To address this, we introduce a novel framework that reframes the task as a multi-phase sequence labeling problem rather than binary classification. Our model processes sequences of skeletal movements over time windows, uses Transformer encoders to learn contextual embeddings, and leverages Conditional Random Fields to perform sequence labeling. We evaluate our proposal on a large dataset of diverse co-speech gestures in task-oriented face-to-face dialogues. The results consistently demonstrate that our method significantly outperforms strong baseline models in detecting gesture strokes. Furthermore, applying Transformer encoders to learn contextual embeddings from movement sequences substantially improves gesture unit detection. These results highlight our framework’s capacity to capture the fine-grained dynamics of co-speech gesture phases, paving the way for more nuanced and accurate gesture detection and analysis.
  • Grosseck, O., Perlman, M., Ortega, G., & Raviv, L. (2024). The iconic affordances of gesture and vocalization in emerging languages in the lab. In J. Nölle, L. Raviv, K. E. Graham, S. Hartmann, Y. Jadoul, M. Josserand, T. Matzinger, K. Mudd, M. Pleyer, A. Slonimska, & S. Wacewicz (Eds.), The Evolution of Language: Proceedings of the 15th International Conference (EVOLANG XV) (pp. 223-225). Nijmegen: The Evolution of Language Conferences.
  • Gumperz, J. J., & Levinson, S. C. (1996). Introduction to part I. In J. J. Gumperz, & S. C. Levinson (Eds.), Rethinking linguistic relativity (pp. 21-36). Cambridge: Cambridge University Press.
  • Gumperz, J. J., & Levinson, S. C. (1996). Introduction to part III. In J. J. Gumperz, & S. C. Levinson (Eds.), Rethinking linguistic relativity (pp. 225-231). Cambridge: Cambridge University Press.
  • Gumperz, J. J., & Levinson, S. C. (1996). Introduction: Linguistic relativity re-examined. In J. J. Gumperz, & S. C. Levinson (Eds.), Rethinking linguistic relativity (pp. 1-20). Cambridge: Cambridge University Press.
  • Hagoort, P., Brown, C. M., & Osterhout, L. (1999). The neurocognition of syntactic processing. In C. M. Brown, & P. Hagoort (Eds.), The neurocognition of language (pp. 273-317). Oxford: Oxford University Press.
  • Hagoort, P. (1999). The uniquely human capacity for language communication: from 'pope' to [po:p] in half a second. In J. Russell, M. Murphy, T. Meyering, & M. Arbib (Eds.), Neuroscience and the person: Scientific perspectives on divine action (pp. 45-56). California: Berkeley.
  • Hawkins, J. A., & Cutler, A. (1988). Psycholinguistic factors in morphological asymmetry. In J. A. Hawkins (Ed.), Explaining language universals (pp. 280-317). Oxford: Blackwell.
  • Hintz, F., & Meyer, A. S. (Eds.). (2024). Individual differences in language skills [Special Issue]. Journal of Cognition, 7(1).
  • Janse, E., & Quené, H. (1999). On the suitability of the cross-modal semantic priming task. In Proceedings of the XIVth International Congress of Phonetic Sciences (pp. 1937-1940).
  • Joshi, A., Mohanty, R., Kanakanti, M., Mangla, A., Choudhary, S., Barbate, M., & Modi, A. (2024). iSign: A benchmark for Indian Sign Language processing. In L.-W. Ku, A. Martins, & V. Srikumar (Eds.), Findings of the Association for Computational Linguistics ACL 2024 (pp. 10827-10844). Bangkok, Thailand: Association for Computational Linguistics.

    Abstract

    Indian Sign Language has limited resources for developing machine learning and data-driven approaches for automated language processing. Though text/audio-based language processing techniques have shown colossal research interest and tremendous improvements in the last few years, Sign Languages still need to catch up due to the need for more resources. To bridge this gap, in this work, we propose iSign: a benchmark for Indian Sign Language (ISL) Processing. We make three primary contributions to this work. First, we release one of the largest ISL-English datasets with more than video-sentence/phrase pairs. To the best of our knowledge, it is the largest sign language dataset available for ISL. Second, we propose multiple NLP-specific tasks (including SignVideo2Text, SignPose2Text, Text2Pose, Word Prediction, and Sign Semantics) and benchmark them with the baseline models for easier access to the research community. Third, we provide detailed insights into the proposed benchmarks with a few linguistic insights into the working of ISL. We streamline the evaluation of Sign Language processing, addressing the gaps in the NLP research community for Sign Languages. We release the dataset, tasks and models via the following website: https://exploration-lab.github.io/iSign/

    Additional information

    dataset, tasks, models
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    Abstract

    Two types of phonological variation in Dutch, resulting from optional rules, are schwa epenthesis and schwa deletion. In a lexical decision experiment it was investigated whether the phonological variants were processed similarly to the standard forms. It was found that the two types of variation patterned differently. Words with schwa epenthesis were processed faster and more accurately than the standard forms, whereas words with schwa deletion led to less fast and less accurate responses. The results are discussed in relation to the role of consonant-vowel alternations in speech processing and the perceptual integrity of onset clusters.
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