Alexander Lerch

Alexander Lerch

Georgia Institute of Technology

H-index: 24

North America-United States

About Alexander Lerch

Alexander Lerch, With an exceptional h-index of 24 and a recent h-index of 20 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of audio content analysis, music information retrieval, semantic audio, audio signal processing, music generation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Quantifying Spatial Audio Quality Impairment

Embedding Compression for Teacher-to-Student Knowledge Transfer

ASPED: An Audio Dataset for Detecting Pedestrians

AQUATK: An Audio Quality Assessment Toolkit

Audio Embeddings as Teachers for Music Classification

A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation

An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications

Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming

Alexander Lerch Information

University

Position

Music Informatics Group

Citations(all)

2458

Citations(since 2020)

1603

Cited By

1381

hIndex(all)

24

hIndex(since 2020)

20

i10Index(all)

52

i10Index(since 2020)

42

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Alexander Lerch Skills & Research Interests

audio content analysis

music information retrieval

semantic audio

audio signal processing

music generation

Top articles of Alexander Lerch

Title

Journal

Author(s)

Publication Date

Quantifying Spatial Audio Quality Impairment

Karn N Watcharasupat

Alexander Lerch

2024/4

Embedding Compression for Teacher-to-Student Knowledge Transfer

arXiv preprint arXiv:2402.06761

Yiwei Ding

Alexander Lerch

2024/2/9

ASPED: An Audio Dataset for Detecting Pedestrians

Pavan Seshadri

Chaeyeon Han

Bon-Woo Koo

Noah Posner

Subhrajit Guhathakurta

...

2024/4/14

AQUATK: An Audio Quality Assessment Toolkit

arXiv preprint arXiv:2311.10113

Ashvala Vinay

Alexander Lerch

2023/11/16

Audio Embeddings as Teachers for Music Classification

Yiwei Ding

Alexander Lerch

2023

A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation

IEEE Open Journal of Signal Processing

Karn N Watcharasupat

Chih-Wei Wu

Yiwei Ding

Iroro Orife

Aaron J Hipple Williams

...

2023/12

An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications

Alexander Lerch

2023

Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming

Yun-Ning Hung

Chao-Han Huck Yang

Pin-Yu Chen

Alexander Lerch

2023/6/4

Music Instrument Classification Reprogrammed

Hsin-Hung Chen

Alexander Lerch

2023

Grundlagen digitaler Audiosignale

Alexander Lerch

2023/5/5

Audioinhaltsanalyse

Alexander Lerch

2023/3/28

MILC 2023: 3rd Workshop on Intelligent Music Interfaces for Listening and Creation

Peter Knees

Alexander Lerch

2023/3/27

A Large TV Dataset for Speech and Music Activity Detection

EURASIP Journal on Audio, Speech, and Music Processing

Yun-Ning Hung

Chih-Wei Wu

Iroro Orife

Aaron Hipple

William Wolcott

...

2022/9/3

Quellcodierung

Jürgen Herre

Sascha Disch

Alexander Lerch

2022/9/24

Representation Learning for the Automatic Indexing of Sound Effects Libraries

Alison B Ma

Alexander Lerch

2022

libACA, pyACA, and ACA-Code: Audio content analysis in 3 languages

Software Impacts

Alexander Lerch

2022/8/1

Feature-informed Embedding Space Regularization For Audio Classification

Yun-Ning Hung

Alexander Lerch

2022/8

Feature-informed Latent Space Regularization for Music Source Separation

Yun-Ning Hung

Alexander Lerch

2022/3/17

Scream Detection in Heavy Metal Music

Vedant Kalbag

Alexander Lerch

2022

Latte: Cross-framework Python Package for Evaluation of Latent-based Generative Models

Software Impacts

Karn N Watcharasupat

Junyoung Lee

Alexander Lerch

2022/2/1

See List of Professors in Alexander Lerch University(Georgia Institute of Technology)

Co-Authors

H-index: 63
Gerhard Widmer

Gerhard Widmer

Johannes Kepler Universität Linz

H-index: 61
Chang-Tien Lu

Chang-Tien Lu

Virginia Polytechnic Institute and State University

H-index: 34
Stefan Weinzierl

Stefan Weinzierl

Technische Universität Berlin

H-index: 15
Anna Xambó

Anna Xambó

De Montfort University

H-index: 14
Jason Hockman

Jason Hockman

Birmingham City University

H-index: 11
Ashis Pati

Ashis Pati

Georgia Institute of Technology

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