[go: up one dir, main page]

Gharib et al., 2019 - Google Patents

VOICe: A sound event detection dataset for generalizable domain adaptation

Gharib et al., 2019

View PDF
Document ID
3371341711941907316
Author
Gharib S
Drossos K
Fagerlund E
Virtanen T
Publication year
Publication venue
arXiv preprint arXiv:1911.07098

External Links

Snippet

The performance of sound event detection methods can significantly degrade when they are used in unseen conditions (eg recording devices, ambient noise). Domain adaptation is a promising way to tackle this problem. In this paper, we present VOICe, the first dataset for the …
Continue reading at arxiv.org (PDF) (other versions)

Classifications

    • 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
    • G10L17/26—Recognition of special voice characteristics, e.g. for use in lie detectors; Recognition of animal voices
    • 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
    • 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
    • G10L17/04—Training, enrolment or model building
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00-G10L21/00
    • G10L25/78—Detection of presence or absence of voice signals
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46—Extraction of features or characteristics of the image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00624—Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects

Similar Documents

Publication Publication Date Title
US11386916B2 (en) Segmentation-based feature extraction for acoustic scene classification
Mesaros et al. DCASE 2017 challenge setup: Tasks, datasets and baseline system
CN113140226B (en) An Acoustic Event Labeling and Recognition Method Using Dual Token Labels
Kao et al. A comparison of pooling methods on LSTM models for rare acoustic event classification
Ntalampiras Universal background modeling for acoustic surveillance of urban traffic
Mesaros et al. Assessment of human and machine performance in acoustic scene classification: DCASE 2016 case study
Lagrange et al. The bag-of-frames approach: a not so sufficient model for urban soundscapes
Tran et al. Audio-vision emergency vehicle detection
Gharib et al. VOICe: A sound event detection dataset for generalizable domain adaptation
Waldekar et al. Two-level fusion-based acoustic scene classification
Cartwright et al. Tricycle: Audio representation learning from sensor network data using self-supervision
Shabbir et al. Smart city traffic management: Acoustic-based vehicle detection using stacking-based ensemble deep learning approach
Hou et al. Transfer learning for improving singing-voice detection in polyphonic instrumental music
Soni et al. Automatic audio event recognition schemes for context-aware audio computing devices
CN114898737A (en) Acoustic event detection method, apparatus, electronic device and storage medium
Luitel et al. Sound event detection in urban soundscape using two-level classification
Jeong et al. Constructing an Audio Dataset of Construction Equipment from Online Sources for Audio-Based Recognition
Kawale et al. Analysis and simulation of sound classification system using machine learning techniques
CN114125368B (en) Conference audio participant association method and device and electronic equipment
Martin-Morato et al. On the robustness of deep features for audio event classification in adverse environments
Chen et al. Overlapped Speech Detection Based on Spectral and Spatial Feature Fusion.
Tiwari et al. Evaluating robustness of you only hear once (YOHO) algorithm on noisy audios in the voice dataset
Kovalenko et al. Analysis of the sound event detection methods and systems
Marković et al. Reverberation-based feature extraction for acoustic scene classification
Kek et al. Acoustic scene classification using bilinear pooling on time-liked and frequency-liked convolution neural network