Search Results for author: Wolfgang Reif

Found 3 papers, 2 papers with code

Towards Automated COVID-19 Presence and Severity Classification

no code implementations15 May 2023 Dominik Müller, Niklas Schröter, Silvan Mertes, Fabio Hellmann, Miriam Elia, Wolfgang Reif, Bernhard Bauer, Elisabeth André, Frank Kramer

COVID-19 presence classification and severity prediction via (3D) thorax computed tomography scans have become important tasks in recent times.

Classification Ensemble Learning +2

Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models

2 code implementations29 Jun 2022 Daniel Bermuth, Alexander Poeppel, Wolfgang Reif

In Spoken Language Understanding (SLU) the task is to extract important information from audio commands, like the intent of what a user wants the system to do and special entities like locations or numbers.

 Ranked #1 on Spoken Language Understanding on Fluent Speech Commands (using extra training data)

Intent Classification Slot Filling +1

Scribosermo: Fast Speech-to-Text models for German and other Languages

2 code implementations15 Oct 2021 Daniel Bermuth, Alexander Poeppel, Wolfgang Reif

Recent Speech-to-Text models often require a large amount of hardware resources and are mostly trained in English.

 Ranked #1 on Speech Recognition on Common Voice French (using extra training data)

Speech Recognition Transfer Learning

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