Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

9 April 2018

Papers citing "Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition"

25 / 25 papers shown

Title
X-ARES: A Comprehensive Framework for Assessing Audio Encoder Performance Junbo Zhang Heinrich Dinkel Yadong Niu Chenyu Liu Si Cheng Anbei Zhao Jian Luan 72 0 0 22 May 2025
FedFetch: Faster Federated Learning with Adaptive Downstream Prefetching Qifan Yan Andrew Liu Shiqi He Mathias Lécuyer Ivan Beschastnikh FedML 91 0 0 21 Apr 2025
DRIP: DRop unImportant data Points -- Enhancing Machine Learning Efficiency with Grad-CAM-Based Real-Time Data Prioritization for On-Device Training Marcus Rüb Daniel Konegen Patrick Selle Axel Sikora Daniel Mueller-Gritschneder 37 0 0 11 Apr 2025
Three-Factor Learning in Spiking Neural Networks: An Overview of Methods and Trends from a Machine Learning Perspective Szymon Mazurek Jakub Caputa Jan K. Argasiñski Maciej Wielgosz 37 0 0 06 Apr 2025
Enabling Efficient Processing of Spiking Neural Networks with On-Chip Learning on Commodity Neuromorphic Processors for Edge AI Systems Rachmad Vidya Wicaksana Putra Pasindu Wickramasinghe Mohamed Bennai 61 0 0 01 Apr 2025
Moss: Proxy Model-based Full-Weight Aggregation in Federated Learning with Heterogeneous Models Y. Cai Ziqi Zhang Ding Li Yao Guo Xiangqun Chen 98 0 0 13 Mar 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 135 8 0 24 Feb 2025
Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer Hu Hu Sabato Marco Siniscalchi Chao-Han Huck Yang Chin-Hui Lee 95 0 0 28 Jan 2025
How Redundant Is the Transformer Stack in Speech Representation Models? Teresa Dorszewski Albert Kjøller Jacobsen Lenka Tětková Lars Kai Hansen 121 0 0 20 Jan 2025
autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks Simon Rampp Andreas Triantafyllopoulos M. Milling Björn Schuller 156 0 0 16 Dec 2024
Layer-Adaptive State Pruning for Deep State Space Models Minseon Gwak Seongrok Moon Joohwan Ko PooGyeon Park 73 0 0 05 Nov 2024
Differentiable Weightless Neural Networks Alan T. L. Bacellar Zachary Susskind Mauricio Breternitz Jr. E. John L. John P. Lima F. M. G. França 59 4 0 14 Oct 2024
Improving Semantic Understanding in Speech Language Models via Brain-tuning Omer Moussa Dietrich Klakow Mariya Toneva 59 5 0 11 Oct 2024
Audio xLSTMs: Learning Self-Supervised Audio Representations with xLSTMs Sarthak Yadav Sergios Theodoridis Zheng-Hua Tan 68 3 0 29 Aug 2024
SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model Siavash Shams Sukru Samet Dindar Xilin Jiang N. Mesgarani Mamba 74 20 0 20 May 2024
FedSPU: Personalized Federated Learning for Resource-constrained Devices with Stochastic Parameter Update Ziru Niu Hai Dong •. A. K. Qin 75 2 0 18 Mar 2024
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 114 31 0 27 Aug 2023
Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks Thomas Nowotny J. Turner James C. Knight 46 15 0 02 Dec 2022
Gated Recurrent Neural Networks with Weighted Time-Delay Feedback N. Benjamin Erichson Soon Hoe Lim Michael W. Mahoney 44 6 0 01 Dec 2022
Speech Recognition: Keyword Spotting Through Image Recognition Sanjay Krishna Gouda S. Kanetkar David J. Harrison Manfred K. Warmuth 39 22 0 10 Mar 2018
CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs Liangzhen Lai Naveen Suda Vikas Chandra 39 378 0 19 Jan 2018
Did you hear that? Adversarial Examples Against Automatic Speech Recognition M. Alzantot Bharathan Balaji Mani B. Srivastava AAML 46 251 0 02 Jan 2018
Raw Waveform-based Audio Classification Using Sample-level CNN Architectures Jongpil Lee Taejun Kim Jiyoung Park Juhan Nam 16 67 0 04 Dec 2017
Deep Residual Learning for Small-Footprint Keyword Spotting Raphael Tang Jimmy J. Lin 42 237 0 28 Oct 2017
Listening to the World Improves Speech Command Recognition B. McMahan D. Rao 82 38 0 23 Oct 2017