31 citations · 40 across the 4 of their papers we have counts for
4 papers
Expressive Range Characterization of Open Text-to-Audio Models
Jonathan Morse, Azadeh Naderi, Swen Gaudl +3
Text-to-audio models are a type of generative model that produces audio output in response to a given textual prompt. Although level generators and the properties of the functional…
EmotionCaps: Enhancing Audio Captioning Through Emotion-Augmented Data Generation
Mithun Manivannan, Vignesh Nethrapalli, Mark Cartwright
Recent progress in audio-language modeling, such as automated audio captioning, has benefited from training on synthetic data generated with the aid of large-language models. Howev…
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context
Mark Cartwright, Jason Cramer, Ana Elisa Mendez Mendez +9
We present SONYC-UST-V2, a dataset for urban sound tagging with spatiotemporal information. This dataset is aimed for the development and evaluation of machine listening systems fo…
Few-Shot Drum Transcription in Polyphonic Music
Yu Wang, Justin Salamon, Mark Cartwright +2
Data-driven approaches to automatic drum transcription (ADT) are often limited to a predefined, small vocabulary of percussion instrument classes. Such models cannot recognize out-…