4 papers
Planning Ahead with RSA: Efficient Signalling in Dynamic Environments by Projecting User Awareness across Future Timesteps
Anwesha Das, John Duff, Jörg Hoffmann +1
Adaptive agent design offers a way to improve human-AI collaboration on time-sensitive tasks in rapidly changing environments. In such cases, to ensure the human maintains an accur…
Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It?
Anupama Chingacham, Miaoran Zhang, Vera Demberg +1
Large Language Models (LLMs) can generate text by transferring style attributes like formality resulting in formal or informal text. However, instructing LLMs to generate text that…
A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification
Anupama Chingacham, Vera Demberg, Dietrich Klakow
In noisy environments, speech can be hard to understand for humans. Spoken dialog systems can help to enhance the intelligibility of their output, either by modifying the speech sy…
Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors
Anupama Chingacham, Vera Demberg, Dietrich Klakow
Listening in noisy environments can be difficult even for individuals with a normal hearing thresholds. The speech signal can be masked by noise, which may lead to word mispercepti…