PL3828878T3 - Modeler neuronowy systemów audio - Google Patents

Modeler neuronowy systemów audio

Info

Publication number
PL3828878T3
PL3828878T3 PL20151065.8T PL20151065T PL3828878T3 PL 3828878 T3 PL3828878 T3 PL 3828878T3 PL 20151065 T PL20151065 T PL 20151065T PL 3828878 T3 PL3828878 T3 PL 3828878T3
Authority
PL
Poland
Prior art keywords
modeler
neural
audio systems
audio
systems
Prior art date
Application number
PL20151065.8T
Other languages
English (en)
Inventor
Douglas Andres Castro Borquez
Eero-Pekka Damskägg
Athanasios Gotsopoulos
Lauri Juvela
Thomas William Sherson
Original Assignee
Neural DSP Technologies Oy
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Neural DSP Technologies Oy filed Critical Neural DSP Technologies Oy
Publication of PL3828878T3 publication Critical patent/PL3828878T3/pl

Links

Classifications

    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L25/00Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
    • G10L25/27Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the analysis technique
    • G10L25/30Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the analysis technique using neural networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/16Sound input; Sound output
    • G06F3/165Management of the audio stream, e.g. setting of volume, audio stream path
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10HELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE
    • G10H1/00Details of electrophonic musical instruments
    • G10H1/0091Means for obtaining special acoustic effects
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10HELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE
    • G10H3/00Instruments in which the tones are generated by electromechanical means
    • G10H3/12Instruments in which the tones are generated by electromechanical means using mechanical resonant generators, e.g. strings or percussive instruments, the tones of which are picked up by electromechanical transducers, the electrical signals being further manipulated or amplified and subsequently converted to sound by a loudspeaker or equivalent instrument
    • G10H3/14Instruments in which the tones are generated by electromechanical means using mechanical resonant generators, e.g. strings or percussive instruments, the tones of which are picked up by electromechanical transducers, the electrical signals being further manipulated or amplified and subsequently converted to sound by a loudspeaker or equivalent instrument using mechanically actuated vibrators with pick-up means
    • G10H3/18Instruments in which the tones are generated by electromechanical means using mechanical resonant generators, e.g. strings or percussive instruments, the tones of which are picked up by electromechanical transducers, the electrical signals being further manipulated or amplified and subsequently converted to sound by a loudspeaker or equivalent instrument using mechanically actuated vibrators with pick-up means using a string, e.g. electric guitar
    • G10H3/186Means for processing the signal picked up from the strings
    • G10H3/187Means for processing the signal picked up from the strings for distorting the signal, e.g. to simulate tube amplifiers
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/08Speech classification or search
    • G10L15/16Speech classification or search using artificial neural networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04RLOUDSPEAKERS, MICROPHONES, GRAMOPHONE PICK-UPS OR LIKE ACOUSTIC ELECTROMECHANICAL TRANSDUCERS; DEAF-AID SETS; PUBLIC ADDRESS SYSTEMS
    • H04R3/00Circuits for transducers, loudspeakers or microphones
    • H04R3/04Circuits for transducers, loudspeakers or microphones for correcting frequency response
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10HELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE
    • G10H2210/00Aspects or methods of musical processing having intrinsic musical character, i.e. involving musical theory or musical parameters or relying on musical knowledge, as applied in electrophonic musical tools or instruments
    • G10H2210/155Musical effects
    • G10H2210/315Dynamic effects for musical purposes, i.e. musical sound effects controlled by the amplitude of the time domain audio envelope, e.g. loudness-dependent tone color or musically desired dynamic range compression or expansion
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10HELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE
    • G10H2250/00Aspects of algorithms or signal processing methods without intrinsic musical character, yet specifically adapted for or used in electrophonic musical processing
    • G10H2250/311Neural networks for electrophonic musical instruments or musical processing, e.g. for musical recognition or control, automatic composition or improvisation

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Acoustics & Sound (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Multimedia (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Human Computer Interaction (AREA)
  • Signal Processing (AREA)
  • Biophysics (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Molecular Biology (AREA)
  • Data Mining & Analysis (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Nonlinear Science (AREA)
  • Circuit For Audible Band Transducer (AREA)
PL20151065.8T 2019-11-29 2020-01-09 Modeler neuronowy systemów audio PL3828878T3 (pl)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US201962941986P 2019-11-29 2019-11-29

Publications (1)

Publication Number Publication Date
PL3828878T3 true PL3828878T3 (pl) 2024-04-29

Family

ID=69157656

Family Applications (1)

Application Number Title Priority Date Filing Date
PL20151065.8T PL3828878T3 (pl) 2019-11-29 2020-01-09 Modeler neuronowy systemów audio

Country Status (3)

Country Link
US (2) US11532318B2 (pl)
EP (2) EP4134946A1 (pl)
PL (1) PL3828878T3 (pl)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20220262330A1 (en) * 2021-02-12 2022-08-18 Neural DSP Technologies Oy Emulating behavior of audio systems
CN115297420B (zh) * 2022-06-22 2023-06-13 荣耀终端有限公司 信号处理方法、设备及存储介质
CN115831147B (zh) * 2022-10-20 2024-02-02 广州优谷信息技术有限公司 基于音频补偿的朗读检测方法、系统、装置及介质

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6292791B1 (en) 1998-02-27 2001-09-18 Industrial Technology Research Institute Method and apparatus of synthesizing plucked string instruments using recurrent neural networks
US6476308B1 (en) 2001-08-17 2002-11-05 Hewlett-Packard Company Method and apparatus for classifying a musical piece containing plural notes
DE102006035188B4 (de) 2006-07-29 2009-12-17 Christoph Kemper Musikinstrument mit Schallwandler
US7593535B2 (en) * 2006-08-01 2009-09-22 Dts, Inc. Neural network filtering techniques for compensating linear and non-linear distortion of an audio transducer
US8600068B2 (en) 2007-04-30 2013-12-03 University Of Central Florida Research Foundation, Inc. Systems and methods for inducing effects in a signal
US9064483B2 (en) 2013-02-06 2015-06-23 Andrew J. Alt System and method for identifying and converting frequencies on electrical stringed instruments
US9099066B2 (en) 2013-03-14 2015-08-04 Stephen Welch Musical instrument pickup signal processor
US10564923B2 (en) 2014-03-31 2020-02-18 Sony Corporation Method, system and artificial neural network
US20160179458A1 (en) 2014-12-22 2016-06-23 Fractal Audio Systems Digital signal processing using a combination of direct and multi-band convolution algorithms in the time domain
US20160328501A1 (en) 2015-05-05 2016-11-10 Fractal Audio Systems Automatic AMP Matching
US9626949B2 (en) 2015-07-21 2017-04-18 Positive Grid LLC System of modeling characteristics of a musical instrument
EP3182339A1 (en) 2015-12-17 2017-06-21 Vrije Universiteit Brussel Reservoir computing device
US11416742B2 (en) * 2017-11-24 2022-08-16 Electronics And Telecommunications Research Institute Audio signal encoding method and apparatus and audio signal decoding method and apparatus using psychoacoustic-based weighted error function
EP3775821A1 (en) * 2018-04-11 2021-02-17 Dolby Laboratories Licensing Corporation Perceptually-based loss functions for audio encoding and decoding based on machine learning

Also Published As

Publication number Publication date
US11532318B2 (en) 2022-12-20
EP3828878A1 (en) 2021-06-02
EP4134946A1 (en) 2023-02-15
EP3828878C0 (en) 2023-11-22
US20230119557A1 (en) 2023-04-20
EP3828878B1 (en) 2023-11-22
US20210166718A1 (en) 2021-06-03

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