Humanities, Social Sciences & Thought Language & LinguisticsENMark Liberman: A New Golden Age of Phonetics?Mark LibermanDecember 14, 2025 68 min★ ★ ★ ★ ☆ 4/5PhoneticsSpeech ScienceComputational Linguistics
Formal & Physical Sciences AI — Models & ResearchENLillian Lee: Only connect! Two explorations in using graphs for IR and NLPLillian LeeDecember 14, 2025 75 min★ ★ ★ ★ ☆ 4/5Graph AlgorithmsInformation RetrievalSentiment Analysis
Formal & Physical Sciences AI — Models & ResearchENLawrence K. Saul: Distance Metric Learning for Large Margin ClassificationLawrence K. SaulDecember 14, 2025 76 min★ ★ ★ ★ ☆ 4/5Distance Metric LearningLarge Margin ClassificationConvex Optimization
Formal & Physical Sciences Language & LinguisticsENKaren Livescu: Factoring Speech into Linguistic FeaturesKaren LivescuDecember 14, 2025 69 min★ ★ ★ ★ ☆ 4/5Speech RecognitionArticulatory FeaturesPronunciation Modeling
Formal & Physical Sciences AI — Models & ResearchENJulia Hirschberg: Detecting Deceptive SpeechJulia HirschbergDecember 14, 2025 79 min★ ★ ★ ★ ☆ 4/5Deception DetectionSpeech ProcessingProsody
Formal & Physical Sciences Language & LinguisticsENJohn Hale: Complexity Metrics for Surface Structure ParsingJohn HaleDecember 14, 2025 78 min★ ★ ★ ★ ☆ 4/5ParsingComplexity MetricsPsycholinguistics
Humanities, Social Sciences & Thought Language & LinguisticsENJoan Bresnan - Predicting Syntax: Processing Dative Constructions in American and Australian Vari...Joan BresnanDecember 14, 2025 88 min★ ★ ★ ★ ☆ 4/5SyntaxProbabilistic GrammarDative Alternation
Formal & Physical Sciences AI — Models & ResearchENJim Glass: Finding Acoustic Regularities in Speech From Words to SegmentsJim GlassDecember 14, 2025 65 min★ ★ ★ ★ ☆ 4/5Speech RecognitionUnsupervised LearningAcoustic Matching
Formal & Physical Sciences Language & LinguisticsENJason Eisner: Probabilities and language modelsJason EisnerDecember 14, 2025 88 min★ ★ ★ ★ ☆ 4/5Probabilistic ModelsLanguage ModelingN-Grams
Formal & Physical Sciences AI — Models & ResearchENJason Eisner: Hidden Markov ModelsJason EisnerDecember 14, 2025 101 min★ ★ ★ ★ ★ 5/5Hidden Markov ModelsNatural Language ProcessingForward Algorithm
Humanities, Social Sciences & Thought Language & LinguisticsENElizabeth Zsiga: Is Sengwato a Possible Language?Elizabeth ZsigaDecember 14, 2025 75 min★ ★ ★ ★ ☆ 4/5PhonologyPhoneticsBantu Languages
Formal & Physical Sciences Language & LinguisticsENDan Jurafsky: What's up with the pronunciation variation? Why it's so hard to model and what to d...Dan JurafskyDecember 14, 2025 77 min★ ★ ★ ★ ☆ 4/5Speech RecognitionPronunciation VariationComputational Linguistics
Formal & Physical Sciences AI — Models & ResearchENDale Schuurmans: Convex Training Algorithms for Hard Machine Learning ProblemsDale SchuurmansDecember 14, 2025 78 min★ ★ ★ ★ ☆ 4/5Convex OptimizationUnsupervised LearningSupport Vector Machines
Formal & Physical Sciences AI — Models & ResearchENCorinna Cortes: Rational Kernels: A General Machine Learning Framework for the Analysis of Text,...Corinna CortesDecember 14, 2025 84 min★ ★ ★ ★ ☆ 4/5Support Vector MachinesRational KernelsKernel Methods
Formal & Physical Sciences AI — Models & ResearchENChin-Hui Lee: "Language-Universal Speech Modeling: What, Why, When and How"Chin-Hui LeeDecember 14, 2025 82 min★ ★ ★ ★ ☆ 4/5Speech RecognitionLanguage-UniversalSpeech Attributes
Humanities, Social Sciences & Thought Language & LinguisticsENBruce Hayes: A Phonologists View of the Past Tense ControversyBruce HayesDecember 14, 2025 97 min★ ★ ★ ★ ☆ 4/5PhonologyMorphologyPast Tense
Formal & Physical Sciences Computing & CybersecurityENBhiksha Raj: A Multinomial View Of Signal Spectra For Latent-variable AnalysesBhiksha RajDecember 14, 2025 69 min★ ★ ★ ★ ☆ 4/5Speech ProcessingNon-Negative Matrix FactorizationLatent Variable Models
Life & Natural Systems NeuroscienceENBarbara Shinn-Cunningham: Understanding Speech in the Face of CompetitionBarbara Shinn-CunninghamDecember 14, 2025 59 min★ ★ ★ ★ ☆ 4/5Auditory PerceptionSpeech PerceptionAttention
Formal & Physical Sciences AI — Models & ResearchENKen Church: "Speech and Language Processing: Where have we been and where are we going"Ken ChurchDecember 13, 2025 81 min★ ★ ★ ★ ☆ 4/5Speech RecognitionNatural Language ProcessingMoore's Law
Formal & Physical Sciences AI — Models & ResearchENGeoffrey E. Hinton: Deep learning with multiplicative interactionsGeoffrey E. HintonDecember 13, 2025 83 min★ ★ ★ ★ ★ 5/5Deep LearningRestricted Boltzmann MachinesMultiplicative Interactions
Formal & Physical Sciences AI — News & ApplicationsENAvi Pfeffer: Turning Probabilistic Reasoning into ProgrammingAvi PfefferDecember 13, 2025 69 min★ ★ ★ ★ ☆ 4/5Probabilistic ProgrammingBayesian NetworksGraphical Models
Formal & Physical Sciences AI — Models & ResearchENAni Nenkova: Predicting sentence specificity, with applications to news summarizationAni NenkovaDecember 13, 2025 85 min★ ★ ★ ★ ☆ 4/5Sentence SpecificityText QualityDiscourse Relations
Formal & Physical Sciences MathematicsENAndrew Gelman: Hierarchical modeling and prior information: an example from toxicologyAndrew GelmanDecember 13, 2025 79 min★ ★ ★ ★ ☆ 4/5Bayesian InferenceHierarchical ModelingPrior Information
Formal & Physical Sciences AI — Models & ResearchENYann LeCun: Learning Hierarchies of FeaturesYann LeCunDecember 12, 2025 73 min★ ★ ★ ★ ☆ 4/5Deep LearningConvolutional Neural NetworksFeature Learning
Formal & Physical Sciences AI — Models & ResearchENWilliam Freeman: Motion Magnification and Motion DenoisingWilliam T. FreemanDecember 12, 2025 52 min★ ★ ★ ★ ☆ 4/5Computer VisionMotion MagnificationMotion Denoising
Formal & Physical Sciences AI — Models & ResearchENTara Sainath: The Latest in DNN Research at IBM: DNN-based features, Low-Rank Matrices for Hybrid...Tara SainathDecember 12, 2025 52 min★ ★ ★ ★ ☆ 4/5Deep Neural NetworksSpeech RecognitionFeature Extraction
Life & Natural Systems NeuroscienceENStephen Grossberg: Neural Dynamics of Attentive Object Recognition, Scene Understanding, and Deci...Stephen GrossbergDecember 12, 2025 71 min★ ★ ★ ★ ★ 5/5Neural DynamicsObject RecognitionAdaptive Resonance Theory
Formal & Physical Sciences AI — Models & ResearchENSlav Petrov: Fast, Accurate and Robust Multilingual Syntactic AnalysisSlav PetrovDecember 12, 2025 63 min★ ★ ★ ★ ☆ 4/5Dependency ParsingMultilingual NLPEfficient Algorithms
Formal & Physical Sciences AI — Models & ResearchENPhilip Resnik: Machine Translation Lecture IIPhilip ResnikDecember 12, 2025 82 min★ ★ ★ ★ ☆ 4/5Machine TranslationStatistical MTPhrase-Based Models
Humanities, Social Sciences & Thought Language & LinguisticsENPaul Boersma: Listener-Oriented PhonologyPaul BoersmaDecember 12, 2025 82 min★ ★ ★ ★ ☆ 4/5PhonologyOptimality TheoryFrench
Formal & Physical Sciences AI — Models & ResearchENPascale Fung: Reducing Confusions and Ambiguities in Speech TranslationPascale FungDecember 12, 2025 73 min★ ★ ★ ★ ☆ 4/5Speech TranslationNamed Entity RecognitionTranslation Disambiguation
Life & Natural Systems NeuroscienceENNima Mesgarani: Robust Representation of Attended Speech in Human Brain with Implications for ASRNima MesgaraniDecember 12, 2025 74 min★ ★ ★ ★ ☆ 4/5Auditory CortexSpeech PerceptionCocktail Party
Formal & Physical Sciences Language & LinguisticsENMark Johnson: Cognitive and Linguistic SciencesMark JohnsonDecember 12, 2025 85 min★ ★ ★ ★ ☆ 4/5Computational LinguisticsProbabilistic GrammarsContext-Sensitive
Formal & Physical Sciences AI — Models & ResearchENMark Dredze: Machine LearningMark DredzeDecember 12, 2025 146 min★ ★ ★ ★ ☆ 4/5Machine LearningSupervised LearningUnsupervised Learning
Humanities, Social Sciences & Thought Computing & CybersecurityENKaren Sparck-Jones: Automatic Information & Language Processing: Rethinking EvaluationKaren Sparck-JonesDecember 12, 2025 83 min★ ★ ★ ★ ☆ 4/5EvaluationInformation RetrievalSpeech Recognition
Life & Natural Systems NeuroscienceENJames DiCarlo: How Does the Brain Solve Visual Object RecognitionJames DiCarloDecember 12, 2025 86 min★ ★ ★ ★ ☆ 4/5Ventral Visual StreamObject RecognitionNeural Coding
Formal & Physical Sciences AI — Models & ResearchENHal Daume: Domain Adaptation in Natural Language ProcessingHal DaumeDecember 12, 2025 62 min★ ★ ★ ★ ☆ 4/5Domain AdaptationNatural Language ProcessingMachine Learning
Life & Natural Systems NeuroscienceENFrank Guenther: The Neural Control of SpeechFrank GuentherDecember 12, 2025 72 min★ ★ ★ ★ ☆ 4/5DIVA ModelSpeech ProductionNeural Control
Life & Natural Systems Language & LinguisticsENEmmanuel Dupoux: A computational approach to early language bootstrappingEmmanuel DupouxDecember 12, 2025 71 min★ ★ ★ ★ ☆ 4/5Language AcquisitionComputational ModelingPhonology
Formal & Physical Sciences AI — Models & ResearchENDavid Mumford: Modeling Shape Computer Vision Meets the Euler EquationDavid MumfordDecember 12, 2025 69 min★ ★ ★ ★ ☆ 4/5Shape ModelingComputer VisionPattern Theory