An energy-efficient spike encoding circuit for speech edge detection

被引:4
作者
Du, Dingkun [1 ]
Odame, Kofi [1 ]
机构
[1] Dartmouth Coll, Thayer Sch Engn, Hanover, NH 03755 USA
基金
美国国家科学基金会;
关键词
Spike encoding; Biologically inspired circuits; Nonlinear circuits; Asynchronous circuits; Speech processing;
D O I
10.1007/s10470-013-0041-y
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In speech processing applications, the instantaneous bandwidth of speech can be used to adaptively control the performance of an audio sensor's analog front end. Extracting the instantaneous bandwidth of speech depends on the detection of speech edges in the time-frequency plane. In this paper, we propose a spike encoding circuit for real-time and low-power speech edge detection. The circuit can directly encode the signal's envelope information-an important feature to identify the speech edge-by temporal spike density without additional envelope extraction. Furthermore, the spike encoding circuit automatically adapts its resolution to the amplitude of the input signal, which improves the encoding resolution for small signal without increasing the power consumption. We use the nonlinear dynamical approach to design this circuit and analyze its stability. We also develop a linearized model for this circuit to provide the design intuition and to explain its adaptive resolution. Fabricated in 0.5-mu m CMOS process, the spike encoding circuit consumes 0.3-mu W power and the experimental results are presented.
引用
收藏
页码:447 / 458
页数:12
相关论文
共 20 条
  • [1] Buchler M. C., 2002, THESIS ETH ZURICH ZU
  • [2] Delbruck T, 2010, IEEE INT SYMP CIRC S, P2015, DOI 10.1109/ISCAS.2010.5537160
  • [3] Dingkun Du, 2012, 2012 IEEE International Symposium on Circuits and Systems - ISCAS 2012, P660, DOI 10.1109/ISCAS.2012.6272119
  • [4] Du DK, 2011, BIOMED CIRC SYST C, P289, DOI 10.1109/BioCAS.2011.6107784
  • [5] Du DK, 2011, BIOMED CIRC SYST C, P45, DOI 10.1109/BioCAS.2011.6107723
  • [6] Ghitza O., 1986, Computer Speech and Language, V1, P109, DOI 10.1016/S0885-2308(86)80018-3
  • [7] DELTA MODULATION GRANULAR QUANTIZING NOISE
    GOODMAN, DJ
    [J]. BELL SYSTEM TECHNICAL JOURNAL, 1969, 48 (05): : 1197 - +
  • [8] An Asynchronous Spike Event Coding Scheme for Programmable Analog Arrays
    Gouveia, Luiz Carlos
    Koickal, Thomas Jacob
    Hamilton, Alister
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2011, 58 (04) : 791 - 799
  • [9] Auditory segmentation based on onset and offset analysis
    Hu, Guoning
    Wang, DeLiang
    [J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2007, 15 (02): : 396 - 405
  • [10] A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity
    Indiveri, G
    Chicca, E
    Douglas, R
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2006, 17 (01): : 211 - 221