Lerch, Alexander

1. Evaluating generative audio systems and their metrics
   2022/08/31 by Ashvala Vinay, Vinay, Ashvala, Alexander Lerch +1 · 6 citations
   Computer Science · #Music and Audio Processing #Speech and Audio Processing #Music Technology and Sound Studies
2. A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems
   2024/06/26 by Karn N. Watcharasupat, Alexander Lerch, Watcharasupat, Karn N. +1 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
3. Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming
   2022/11/02 by Yun-Ning Hung, Hung, Yun-Ning, Chao-Han Huck Yang +5 · 2 citations
   Computer Science · Arts and Humanities · #Music and Audio Processing #Music Technology and Sound Studies #Diverse Musicological Studies
4. Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs
   2019/07/10 by Genchel, Benjamin, Pati, Ashis, Lerch, Alexander · 1 citation
   #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
5. Music Performance Analysis: A Survey
   2019/06/29 by Lerch, Alexander, Arthur, Claire, Pati, Ashis +1 · 1 citation
   #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM)
6. dMelodies: A Music Dataset for Disentanglement Learning
   2020/07/29 by Pati, Ashis, Gururani, Siddharth, Lerch, Alexander · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
7. Score-informed Networks for Music Performance Assessment
   2020/08/01 by Huang, Jiawen, Hung, Yun-Ning, Pati, Ashis +2 · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #electronic engineering #information engineering
8. Embedding Compression for Teacher-to-Student Knowledge Transfer
   2024/02/09 by Ding, Yiwei, Lerch, Alexander · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Survey on the Evaluation of Generative Models in Music
   2025/06/05 by Alexander Lerch, Lerch, Alexander, Claire Arthur +9 · 3 citations
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD)
10. Separate This, and All of these Things Around It: Music Source Separation via Hyperellipsoidal Queries
    2025/01/27 by Watcharasupat, Karn N., Lerch, Alexander · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
11. PianoVAM: A Multimodal Piano Performance Dataset
    2025/09/10 by Yonghyun Kim, Jun-Hyung Park, Kim, Yonghyun +11 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Musicians’ Health and Performance #Sound (cs.SD) #electronic engineering #information engineering
12. Parameter-Efficient Transfer Learning for Music Foundation Models
    2024/11/28 by Yiwei Ding, Alexander Lerch, Ding, Yiwei +1 · 1 citation
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
13. Music auto-tagging in the long tail: A few-shot approach
    2024/09/12 by Tinghuai Ma, Alexander Lerch, Ma, T. Aleksandra +1 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #H.3.3 #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering