Deep Belief Neural Networks and Bidirectional Long-Short Term Memory Hybrid for Speech Recognition

Journal title

Archives of Acoustics




vol. 40


No 2

Publication authors

Divisions of PAS

Nauki Techniczne


Archives of Acoustics is an English-language peer-reviewed quarterly journal publishing original research papers from all areas of acoustics and abstracts from some specialised acoustical conferences. It gives free internet access to its full content (abstracts of research papers) to current issues.

Archives of Acoustics, the peer-reviewed quarterly journal publishes original research papers from all areas of acoustics like:

  • acoustical measurements and instrumentation,
  • acoustics of musics,
  • acousto-optics,
  • architectural, building and environmental acoustics,
  • bioacoustics,
  • electroacoustics,
  • linear and nonlinear acoustics,
  • noise and vibration,
  • physical and chemical effects of sound,
  • physiological acoustics,
  • psychoacoustics,
  • quantum acoustics,
  • speech processing and communication systems,
  • speech production and perception,
  • transducers,
  • ultrasonics,
  • underwater acoustics.

Earlier issues are available on the old website


Committee on Acoustics PAS, PAS Institute of Fundamental Technological Research, Polish Acoustical Society


2015[2015.01.01 AD - 2015.12.31 AD]


ISSN 0137-5075 ; eISSN 2300-262X


HochreiterS (1995), Long Short - Term Memory, Neural Computation, 9, 1735, ; HintonG (2006), A fast learning algorithm for deep belief nets, Neural Computation, 18, 1527, ; AckleyD (1985), A Learning Algorithm for Boltzmann Machines, Cognitive Science, 9, 147, ; WerbosP (1987), Backpropagation through time : what it does and how to do it, IEEE, 78, 1550, ; RabinerL (1989), A tutorial on hidden markov models and selected applications in speech recognition pp, IEEE, 257, ; LeeA (2001), Julius an open source real - time large vocabulary recognition engine in European Conference on Speech Communication and Technology pp, Proc, 1691.