An introduction to phonetics and phonology. Topics include articulatory phonetics (the anatomy of the vocal tract; how speech sounds are produced); transcription (conventions for representing the sounds of the world's languages); classification (how speech sounds are classified and represented cognitively through distinctive features); phonology (the grammar of speech sounds in various languages: their patterning and interaction) and syllable structure and its role in phonology.

This is a methodology course, which focuses on how to conduct phonetics research using very large speech corpora. Topics include scripting and statistical techniques, automatic phonetic analysis, integration of speech technology in phonetics studies, variation and invariability in large speech corpora, and revisiting classic phonetic and phonological problems from the perspective of corpus phonetics.

This course continues the introduction to Experiments in the study of meaning in natural language from LING 455. A large focus will be practical aspects of designing and implementing experiments, while covering a range of current topics from the experimental semantics and pragmatics literature (and exploring new avenues) along the way, e.g., pronouns and definite reference, presuppositions, quantifiers and domain restriction, generics. We'll start with some basic aspects of experimental design, including counter-balancing, controlling for confounds, utilizing fillers, as well as a range of key experimental task paradigms, such as simple truth- value judgments and picture sentence matching, acceptability ratings, reading time studies, and visual world eye tracking. For implementation, we will introduce the PCIbex platform at https://farm.pcibex.net and its relevant functionalities. Students will select a topic area, either individually or in small groups, and start from a survey article or recent journal paper to familiarize themselves with current issues. Next, they will formulate their own question, decide on a suitable task paradigm, and begin fleshing out a full experiment implementation, with the goal of collecting data at the end of the semester (if at all possible). The project will then be written up in a term paper. This provides students with the opportunity to engage in a scientific investigation of their own early on in their career in a domain that is easily accessible and yet central to the general enterprise of the cognitive sciences.

This course examines how people use language. We will focus on Herb H. Clark’s book “Using Language” (1996). In this book, Clark proposes that language use is a form of joint action, and extensively develop what this claim entails and how it accounts for people’s linguistic behavior. The course will consist of a detailed examination of Clark’s thesis.

This course will explore some issues concerning the internal structure of words. After a brief introduction to some basic terms and concepts, we will discuss the interaction of morphology with phonology. We will look both at how morphology conditions phonological rules and how phonology conditions morphology. Then we will turn to the interaction of syntax and morphology. We will look at some problems raised by inflectional morphology, clitics and compounds. The main requirement for the class will be a series of homework exercises in morphological analysis and a short paper at the end of the semester.

This class focuses on an in-depth study of the grammar of a given language, typically one that is understudied or that has particularly interesting grammatical properties. Different aspects of grammar will be considered, drawing on features of the sound system, morphology, syntax and semantics as appropriate.

The goal of this course is to give students the concepts and skills they need to apply methods from Deep Learning and Large Language Models in research on speech, language, and communication. We will survey the interesting past, the exciting present, and the promising but uncertain future of these technologies, focusing on their limitations as well as their capabilities.
A key idea is moving from local to contextual features, "situated" relative to patterns learned from large bodies of training material. Instead of words in isolation, we look at patterns of words in text; instead of 10-to-30-msec audio windows in isolation, we look at patterns of signal-derived features in phrase-sized contexts. Used as inputs to a wide variety of prediction and classification systems, these approaches lead to large improvements in performance.
We will also survey the wide range of architectures and training methods, including the spectrum from supervised to lightly-supervised, self-supervised, and unsupervised methods; and also the integration of these systems with other old and new structures from physics, mathematics, and linguistics. We will explore the relevance of the learning models to the central issues in the science of language and how language is situated in the human cognitive system. The details of coverage will depend in part on the interests of participants.
No specific prerequisites are required, though obviously participants will need at least basic programming skills.

An introduction to phonetics and phonology. Topics include articulatory phonetics (the anatomy of the vocal tract; how speech sounds are produced); transcription (conventions for representing the sounds of the world's languages); classification (how speech sounds are classified and represented cognitively through distinctive features); phonology (the grammar of speech sounds in various languages: their patterning and interaction) and syllable structure and its role in phonology.

This is a methodology course, which focuses on how to conduct phonetics research using very large speech corpora. Topics include scripting and statistical techniques, automatic phonetic analysis, integration of speech technology in phonetics studies, variation and invariability in large speech corpora, and revisiting classic phonetic and phonological problems from the perspective of corpus phonetics.

While communication is abundant throughout the living world, the human system we call language seems to stand out. Indeed, if humans themselves can be said to stand out among other species on Earth, it may well be language that played the crucial role in getting us here. So where does language come from? This question has been dubbed the hardest problem in science, but the last three decades have seen a notable renaissance in scientific attempts to answer it. This seminar will examine both the results of this multidisciplinary endeavor and the tools that have been employed in it. It will involve discussions of the nature of language and its place among other communication systems and will touch on fundamental questions of what it means to be human.