[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

Grinstein et al., 2023 - Google Patents

The Neural-SRP method for positional sound source localization

Grinstein et al., 2023

View PDF
Document ID
16463986320525225123
Author
Grinstein E
Van Waterschoot T
Brookes M
Naylor P
Publication year
Publication venue
2023 57th Asilomar Conference on Signals, Systems, and Computers

External Links

Snippet

Steered Response Power (SRP) is a widely used method for the task of sound source localization using microphone arrays, showing satisfactory localization performance on many practical scenarios. However, its performance is diminished under highly reverberant …
Continue reading at arxiv.org (PDF) (other versions)

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S3/00—Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic, or electromagnetic waves, or particle emission, not having a directional significance, are being received
    • G01S3/80—Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic, or electromagnetic waves, or particle emission, not having a directional significance, are being received using ultrasonic, sonic or infrasonic waves
    • G01S3/802—Systems for determining direction or deviation from predetermined direction
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/18—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using ultrasonic, sonic, or infrasonic waves
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04R—LOUDSPEAKERS, MICROPHONES, GRAMOPHONE PICK-UPS OR LIKE ACOUSTIC ELECTROMECHANICAL TRANSDUCERS; DEAF-AID SETS; PUBLIC ADDRESS SYSTEMS
    • H04R3/00—Circuits for transducers, loudspeakers or microphones
    • H04R3/005—Circuits for transducers, loudspeakers or microphones for combining the signals of two or more microphones
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification

Similar Documents

Publication Publication Date Title
Wang et al. A four-stage data augmentation approach to resnet-conformer based acoustic modeling for sound event localization and detection
US9488716B2 (en) Microphone autolocalization using moving acoustic source
CN106537501B (en) Reverberation estimator
Kumar et al. Robust multi-source localization over planar arrays using music-group delay spectrum
Vesperini et al. Localizing speakers in multiple rooms by using deep neural networks
Pertilä et al. Time difference of arrival estimation of speech signals using deep neural networks with integrated time-frequency masking
Nguyen et al. Multilevel B-splines-based learning approach for sound source localization
Di Carlo et al. Mirage: 2d source localization using microphone pair augmentation with echoes
Gelderblom et al. Synthetic data for dnn-based doa estimation of indoor speech
Bologni et al. Acoustic reflectors localization from stereo recordings using neural networks
Pujol et al. Source localization in reverberant rooms using Deep Learning and microphone arrays
Berg et al. Extending gcc-phat using shift equivariant neural networks
Gerstoft et al. Audio scene monitoring using redundant ad hoc microphone array networks
Kovandžić et al. Near field acoustic localization under unfavorable conditions using feedforward neural network for processing time difference of arrival
Grinstein et al. The Neural-SRP method for positional sound source localization
Grinstein et al. Graph neural networks for sound source localization on distributed microphone networks
Gong et al. End-to-end two-dimensional sound source localization with ad-hoc microphone arrays
Neri et al. Speaker Distance Estimation in Enclosures from Single-Channel Audio
KR20090128221A (en) Method for sound source localization and system thereof
Mane et al. Localization of steady sound source and direction detection of moving sound source using CNN
Barber et al. End-to-end alexa device arbitration
Jing et al. Acoustic source tracking based on adaptive distributed particle filter in distributed microphone networks
Di Carlo et al. dEchorate: a calibrated room impulse response database for echo-aware signal processing
Gburrek et al. Deep neural network based distance estimation for geometry calibration in acoustic sensor networks
Nakano et al. Automatic estimation of position and orientation of an acoustic source by a microphone array network