65 citations · 87 across the 8 of their papers we have counts for
4 papers · 1 filter
Acoustic Anomaly Detection for Early Identification of Drill Jamming
Maria Beatriz Silva, Lucas Edson Silva de Araújo, Sergio F. Chevtchenko +3
In the context of Industry 4.0, predictive maintenance is essential to minimize unplanned downtime and ensure operational safety. In machining processes, drill jamming is a critica…
Lightweight Underwater Acoustic Vessel Classification for Embedded Deployment
Abishek Soti, Thura Pyae Sone, Naqib Ibnul +5
We propose a Raspberry Pi-based underwater vessel classification system for edge deployment under limited connectivity, bandwidth and power in offshore acoustic surveillance. Using…
BranchShine-CR: Compact Multilingual IPA Transcription with Self-Conditioned CTC and Consistency Regularization
Nikhil Navas, Sergio Chevtchenko, Talisson Damiao +1
We introduce BranchShine-CR, a 25M-parameter model for multilingual transcription into the International Phonetic Alphabet (IPA). It combines log-mel features, a rotary-position E-…
BranchShine: Compact Raw-Audio-to-IPA Transcription with a RoPE E-Branchformer Encoder
Nikhil Navas, Sergio Chevtchenko, Talisson Damiao +1
Speech-to-IPA transcription is useful when the desired output is pronunciation rather than orthographic text, but competitive multilingual systems are often large and evaluation is…