A Cascade Architecture for Keyword Spotting on Mobile Devices
Not on the map. Why?
Abstract (arXiv)
We present a cascade architecture for keyword spotting with speaker verification on mobile devices. By pairing a small computational footprint with specialized digital signal processing (DSP) chips, we are able to achieve low power consumption while continuously listening for a keyword.
Key facts. Cited by 15 papers in the map (data through 14 Oct 2026). First posted on arXiv 10 Dec 2017.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2021: 6; 2022: 5; 2023: 1; 2024: 2; 2025: 1.
15 papers.
Sort:
- 2022Edge Impulse: An MLOps Platform for Tiny Machine Learningcited by 24
- 2021Widening Access to Applied Machine Learning with TinyMLcited by 17
- 2021Noisy student-teacher training for robust keyword spottingcited by 10
- 2022Production federated keyword spotting via distillation, filtering, and joint federated-centralized trainingcited by 9
- 2021Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigationcited by 8
- 2021On the quantization of recurrent neural networkscited by 7
- 2022Personalized Keyword Spotting through Multi-task Learningcited by 7
- 2021Dynamic curriculum learning via data parameters for noise robust keyword spottingcited by 5
- 2022Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networkscited by 5
- 2024Utilizing TTS Synthesized Data for Efficient Development of Keyword Spotting Modelcited by 4
- 2022HEiMDaL: Highly Efficient Method for Detection and Localization of wake-wordscited by 3
- 2021Multi-task Learning with Cross Attention for Keyword Spottingcited by 1
- 2025Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU10 Jun 2025
- 2024Adversarial training of Keyword Spotting to Minimize TTS Data Overfitting20 Aug 2024
- 2024Utilizing TTS Synthesized Data for Efficient Development of Keyword Spotting Model26 Jul 2024
- 2023Environmental Sound Classification on An Embedded Hardware Platform15 Jun 2023
- 2022Edge Impulse: An MLOps Platform for Tiny Machine Learning2 Nov 2022
- 2022HEiMDaL: Highly Efficient Method for Detection and Localization of wake-words26 Oct 2022
- 2022Personalized Keyword Spotting through Multi-task Learning28 Jun 2022
- 2022Production federated keyword spotting via distillation, filtering, and joint federated-centralized training11 Apr 2022
- 2022Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks10 Jan 2022
- 2021Multi-task Learning with Cross Attention for Keyword Spotting15 Jul 2021
- 2021Widening Access to Applied Machine Learning with TinyML7 Jun 2021
- 2021Noisy student-teacher training for robust keyword spotting3 Jun 2021
- 2022Edge Impulse: An MLOps Platform for Tiny Machine Learningcited by 24
- 2021Widening Access to Applied Machine Learning with TinyMLcited by 17
- 2021Noisy student-teacher training for robust keyword spottingcited by 10
- 2022Production federated keyword spotting via distillation, filtering, and joint federated-centralized trainingcited by 9
- 2021Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigationcited by 8
- 2021On the quantization of recurrent neural networkscited by 7
- 2022Personalized Keyword Spotting through Multi-task Learningcited by 7
- 2021Dynamic curriculum learning via data parameters for noise robust keyword spottingcited by 5
- 2022Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networkscited by 5
- 2024Utilizing TTS Synthesized Data for Efficient Development of Keyword Spotting Modelcited by 4
- 2022HEiMDaL: Highly Efficient Method for Detection and Localization of wake-wordscited by 3
- 2021Multi-task Learning with Cross Attention for Keyword Spottingcited by 1
12 most cited of 15 All 15 (JSON)
- 2025Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU10 Jun 2025
- 2024Adversarial training of Keyword Spotting to Minimize TTS Data Overfitting20 Aug 2024
- 2024Utilizing TTS Synthesized Data for Efficient Development of Keyword Spotting Model26 Jul 2024
- 2023Environmental Sound Classification on An Embedded Hardware Platform15 Jun 2023
- 2022Edge Impulse: An MLOps Platform for Tiny Machine Learning2 Nov 2022
- 2022HEiMDaL: Highly Efficient Method for Detection and Localization of wake-words26 Oct 2022
- 2022Personalized Keyword Spotting through Multi-task Learning28 Jun 2022
- 2022Production federated keyword spotting via distillation, filtering, and joint federated-centralized training11 Apr 2022
- 2022Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks10 Jan 2022
- 2021Multi-task Learning with Cross Attention for Keyword Spotting15 Jul 2021
- 2021Widening Access to Applied Machine Learning with TinyML7 Jun 2021
- 2021Noisy student-teacher training for robust keyword spotting3 Jun 2021
12 newest of 15 All 15 (JSON)