1 citations · 1 across the 5 of their papers we have counts for
5 papers
Efficient Audio Enhancement with a Differentiable Psychoacoustic Loss
Wallace Abreu, Bernardo V. Miranda, Luiz W. P. Biscainho
Audio enhancement consists of improving the perceived quality of audio signals. Initially, with the aim of addressing bandwidth extension, this work proposes \(AEROMamba_{P}\), an…
FiPA-SR -- FiLM-Conditioned Perceptually Informed Audio Super-Resolution
Wallace Abreu, Luiz W. P. Biscainho
Audio bandwidth extension aims to reconstruct missing high-frequency content from bandlimited signals. This paper proposes FiPA-SR, a GAN-based perceptual architecture capable of h…
Guitar-TECHS: An Electric Guitar Dataset Covering Techniques, Musical Excerpts, Chords and Scales Using a Diverse Array of Hardware
Hegel Pedroza, Wallace Abreu, Ryan M. Corey +1
Guitar-related machine listening research involves tasks like timbre transfer, performance generation, and automatic transcription. However, small datasets often limit model robust…
AEROMamba: An efficient architecture for audio super-resolution using generative adversarial networks and state space models
Wallace Abreu, Luiz Wagner Pereira Biscainho
Audio super-resolution aims to enhance low-resolution signals by creating high-frequency content. In this work, we modify the architecture of AERO (a state-of-the-art system for th…
Leveraging Real Electric Guitar Tones and Effects to Improve Robustness in Guitar Tablature Transcription Modeling
Hegel Pedroza, Wallace Abreu, Ryan Corey +1
Guitar tablature transcription (GTT) aims at automatically generating symbolic representations from real solo guitar performances. Due to its applications in education and musicolo…