Google Speech Commands

The 'Google Speech Commands' dataset contains a collection of spoken commands used to evaluate keyword spotting performance in speech recognition systems.

Papers using Google Speech Commands (35)

Few-shot Open-set Learning For On-device Customization Of Keyword Spotting Systems2023 · 13 citesKeyword Mamba: Spoken Keyword Spotting with State Space Models2025 · 2 citesLLM-Synth4KWS: Scalable Automatic Generation and Synthesis of Confusable Data for Custom Keyword Spotting2025 · 1 citesFrom Physics to Representation: Audio Learning with Synthetic Pre-training via Procedural Generation2026Practical Bayesian Inference for Speech SNNs: Uncertainty and Loss-Landscape Smoothing2026Whisper-AuT: Domain-Adapted Audio Encoder for Efficient Audio-LLM Training2026WaveSSM: Multiscale State-Space Models for Non-stationary Signal Attention2026SW-ASR: A Context-Aware Hybrid ASR Pipeline for Robust Single Word Speech Recognition2026Speech Command Recognition Using LogNNet Reservoir Computing for Embedded Systems2025Text-Aware Adapter for Few-Shot Keyword Spotting2024Reparameterized Multi-resolution Convolutions For Long Sequence Modelling2024Diagonal State Spaces are as Effective as Structured State Spaces2022 · 64 citesDataset Condensation via Efficient Synthetic-Data Parameterization2022 · 35 citesClassical-to-Quantum Transfer Learning for Spoken Command Recognition Based on Quantum Neural Networks2021 · 12 citesA Separable Temporal Convolution Neural Network with Attention for Small-Footprint Keyword Spotting2021 · 1 citesImplicit Acoustic Echo Cancellation for Keyword Spotting and Device-Directed Speech Detection2021 · 1 citesCombination of Time-domain, Frequency-domain, and Cepstral-domain Acoustic Features for Speech Commands Classification2022 · 1 citesFilterbank Learning for Noise-Robust Small-Footprint Keyword Spotting2022 · 1 citesSelf-supervised speech representation learning for keyword-spotting with light-weight transformers2023 · 1 citesContrastive Speech Mixup for Low-resource Keyword Spotting2023 · 1 citesBoosting keyword spotting through on-device learnable user speech characteristics2024 · 1 citesExploiting Hybrid Models of Tensor-Train Networks for Spoken Command Recognition2022Speech Augmentation Based Unsupervised Learning for Keyword Spotting2022Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition2022GAN You Hear Me? Reclaiming Unconditional Speech Synthesis from Diffusion Models2022MAST: Multiscale Audio Spectrogram Transformers2022Spot keywords from very noisy and mixed speech2023Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems2023Improving vision-inspired keyword spotting using dynamic module skipping in streaming conformer encoder2023VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks2023Differential Evolution Algorithm based Hyper-Parameters Selection of Convolutional Neural Network for Speech Command Recognition2023Few-Shot Keyword Spotting from Mixed Speech2024Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling2024Enhancing Synthetic Training Data for Speech Commands: From ASR-Based Filtering to Domain Adaptation in SSL Latent Space2024Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition2024