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Leonard Bärmann

4 accepted papers

2025

PIER: A Novel Metric for Evaluating What Matters in Code-Switching

ICASSP 2025accepted

Code-switching, the alternation of languages within a single discourse, presents a significant challenge for Automatic Speech Recognition. Despite the unique nature of the task, performance is commonly measured with established metrics such as Word-Error-Rate (WER). However, in this paper, we questi…

Cited by 0SourceScholar
2024

Audio-driven Talking Face Generation with Stabilized Synchronization Loss

ECCV 2024poster

"Talking face generation aims to create realistic videos with accurate lip synchronization and high visual quality, using given audio and reference video while preserving identity and visual characteristics. In this paper, we start by identifying several issues with existing synchronization learning…

Cited by 1SourcePDFScholar
2024

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading

EMNLP 2024main

With the rapid development of Large Language Models (LLMs), it is crucial to have benchmarks which can evaluate the ability of LLMs on different domains. One common use of LLMs is performing tasks on scientific topics, such as writing algorithms, querying databases or giving mathematical proofs. Ins…

2021

Deep Episodic Memory for Verbalization of Robot Experience

RA-L 2021

The ability to verbalize robot experience in natural language is key for a symbiotic human-robot interaction. While first works approached this problem using template-based verbalization on symbolic episode data only, we explore a novel way in which deep learning methods are used for the creation of

Cited by 18SourceScholar