Search Results for author:
Found 5 papers, 2 papers with code
Speaker Diaphragm Excursion Prediction: deep attention and online adaptation
Speaker protection algorithm is to leverage the playback signal properties to prevent over excursion while maintaining maximum loudness, especially for the mobile phone with tiny loudspeakers.
FP8 versus INT8 for efficient deep learning inference
We theoretically show the difference between the INT and FP formats for neural networks and present a plethora of post-training quantization and quantization-aware-training results to show how this theory translates to practice.
Hand gesture recognition using 802.11ad mmWave sensor in the mobile device
Range-Doppler information (RDI) is obtained by using pulse Doppler radar for gesture recognition.
FP8 Quantization: The Power of the Exponent
We detail the choices that can be made for the FP8 format, including the important choice of the number of bits for the mantissa and exponent, and show analytically in which settings these choices give better performance.
Estimation of genome size using k-mer frequencies from corrected long reads
We show that corrected third-generation data can be used to count k-mer frequencies and estimate genome size reliably, in replacement of using second-generation data.
