AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark

9 July 2018

Papers citing "AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark"

20 / 20 papers shown

Title
DPN-GAN: Inducing Periodic Activations in Generative Adversarial Networks for High-Fidelity Audio Synthesis Zeeshan Ahmad Shudi Bao Meng Chen 13 0 0 14 May 2025
BERSting at the Screams: A Benchmark for Distanced, Emotional and Shouted Speech Recognition Paige Tuttosi Mantaj Dhillon Luna Sang Shane Eastwood Poorvi Bhatia Quang Minh Dinh Avni Kapoor Yewon Jin Angelica Lim 19 0 0 30 Apr 2025
Exploring Local Interpretable Model-Agnostic Explanations for Speech Emotion Recognition with Distribution-Shift Maja J. Hjuler Line H. Clemmensen Sneha Das FAtt 44 0 0 07 Apr 2025
Revisiting DNN Training for Intermittently-Powered Energy-Harvesting Micro-Computers Cyan Subhra Mishra Deeksha Chaudhary Jack Sampson Mahmut Taylan Knademir Chita R. Das 38 0 0 28 Jan 2025
SPES: Spectrogram Perturbation for Explainable Speech-to-Text Generation Dennis Fucci Marco Gaido Beatrice Savoldi Matteo Negri Mauro Cettolo L. Bentivogli 49 1 0 03 Nov 2024
Pareto Data Framework: Steps Towards Resource-Efficient Decision Making Using Minimum Viable Data (MVD) Tashfain Ahmed Josh Siegel 18 1 0 18 Sep 2024
Explanation Space: A New Perspective into Time Series Interpretability Shahbaz Rezaei Xin Liu AI4TS 34 1 0 02 Sep 2024
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling Shengpeng Ji Ziyue Jiang Xize Cheng Yifu Chen Minghui Fang ... Rongjie Huang Yidi Jiang Qian Chen Zhou Zhao Zhou Zhao VLM 52 33 0 29 Aug 2024
Sample-Independent Federated Learning Backdoor Attack in Speaker Recognition Weida Xu Yang Xu Sicong Zhang FedML AAML 36 0 0 25 Aug 2024
Many Perception Tasks are Highly Redundant Functions of their Input Data Rahul Ramesh Anthony Bisulco Ronald W. DiTullio Linran Wei Vijay Balasubramanian Kostas Daniilidis Pratik Chaudhari 36 2 0 18 Jul 2024
Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice Shubham Gupta Mirco Ravanelli Pascal Germain Cem Subakan FAtt 35 3 0 14 Jun 2024
Listenable Maps for Zero-Shot Audio Classifiers Francesco Paissan Luca Della Libera Mirco Ravanelli Cem Subakan 32 4 0 27 May 2024
Explainable AI for Time Series via Virtual Inspection Layers Johanna Vielhaben Sebastian Lapuschkin G. Montavon Wojciech Samek XAI AI4TS 10 25 0 11 Mar 2023
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions Lingjiao Chen Zhihua Jin Sabri Eyuboglu Christopher Ré Matei A. Zaharia James Y. Zou 37 9 0 18 Sep 2022
Unsupervised Mismatch Localization in Cross-Modal Sequential Data with Application to Mispronunciations Localization Wei Wei Hengguan Huang Xiangming Gu Hao Wang Ye Wang BDL 22 0 0 05 May 2022
An Analysis of Semantically-Aligned Speech-Text Embeddings M. Huzaifah Ivan Kukanov 25 7 0 04 Apr 2022
Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations W. Ge Massimiliano Todisco Nicholas W. D. Evans AAML 24 8 0 28 Feb 2022
EfficientWord-Net: An Open Source Hotword Detection Engine based on One-shot Learning R. Chidhambararajan Aman Rangaur S. C. Sethuraman 14 4 0 31 Oct 2021
Did the Model Change? Efficiently Assessing Machine Learning API Shifts Lingjiao Chen Tracy Cai Matei A. Zaharia James Y. Zou 18 17 0 29 Jul 2021
A deep convolutional neural network that is invariant to time rescaling Brandon G. Jacques Zoran Tiganj Aakash Sarkar Marc W Howard P. Sederberg AI4TS 11 7 0 09 Jul 2021