117 citations · 197 across the 15 of their papers we have counts for
17 papers
Leveraging Geometrical Acoustic Simulations of Spatial Room Impulse Responses for Improved Sound Event Detection and Localization
Christopher Ick, Brian McFee
As deeper and more complex models are developed for the task of sound event localization and detection (SELD), the demand for annotated spatial audio data continues to increase. An…
Transfer Learning and Bias Correction with Pre-trained Audio Embeddings
Changhong Wang, Gaël Richard, Brian McFee
Deep neural network models have become the dominant approach to a large variety of tasks within music information retrieval (MIR). These models generally require large amounts of (…
Foley Sound Synthesis at the DCASE 2023 Challenge
Keunwoo Choi, Jaekwon Im, Laurie Heller +5
The addition of Foley sound effects during post-production is a common technique used to enhance the perceived acoustic properties of multimedia content. Traditionally, Foley sound…
A Proposal for Foley Sound Synthesis Challenge
Keunwoo Choi, Sangshin Oh, Minsung Kang +1
"Foley" refers to sound effects that are added to multimedia during post-production to enhance its perceived acoustic properties, e.g., by simulating the sounds of footsteps, ambie…
Diarization of Legal Proceedings. Identifying and Transcribing Judicial Speech from Recorded Court Audio
Jeffrey Tumminia, Amanda Kuznecov, Sophia Tsilerides +4
United States Courts make audio recordings of oral arguments available as public record, but these recordings rarely include speaker annotations. This paper addresses the Speech Au…
Sound Event Detection in Urban Audio With Single and Multi-Rate PCEN
Christopher Ick, Brian McFee
Recent literature has demonstrated that the use of per-channel energy normalization (PCEN), has significant performance improvements over traditional log-scaled mel-frequency spect…