Karel Mundnich

4 papers · 2017–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

Interspeech (2) ACL (1) EMNLP (1)

Top co-authors

Srikanth Ronanki (3) Sravan Bodapati (2) Katrin Kirchhoff (2) Dhanush Bekal (2) Raghuveer Peri (1) Shrikanth S. Narayanan (1) Kyu Han (1) Saket Dingliwal (1) Tyler Vuong (1) Veera Elluru (1)

Research topics

Machine Learning (3) Speech & Audio (2) Application Areas (2) Recognition (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Mathematics (1) Optimization & Theory (1)

Keywords

automatic speech recognition (2) adversarial robustness (1) domain adaptation (1) self-supervised learning (1) knowledge distillation (1) efficient computing (1) maximum likelihood (1) adversarial attack (1) ensemble method (1) multimodal large language model (1) inference efficiency (1) parameter-efficient adaptation (1) ground truth estimation (1) layer pruning (1) inter-annotator agreement (1) word error rate (1) speech language model (1) conformer model (1) bottleneck adapter (1) text-only adaptation (1)

Papers

SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models ACL 2024 AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR EMNLP 2023 A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference Interspeech 2023 Exploiting Intra-Annotator Rating Consistency Through Copeland’s Method for Estimation of Ground Truth Labels in Couples’ Therapy Interspeech 2017