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音声分類および音響イベント検出(SED)
オーディオクリップをカテゴリに分類し、録音された音声内の特定のサウンドイベントを検出する(例:ガラスの破損、犬の吠え声)。
リーダーボード
12 モデル 合計
ベンチマーク
ESC-50
BEATs
ICBHI Respiratory Sound Database
BTS
Audio Set
PaSST
FSD50k
Speech Commands
EAT
YouTube News dataset (White Noise)
Inception-v3 CRNN
SSC
Event-SSM
YouTube News dataset (No Noise)
Inception-v3 CRNN
AudioCaps
Audio Flamingo (4-shot)
BirdCLEF 2021
CREMA-D
DCASE
CrissCross (AudioSet)
VoxForge
LEAF
Untranscribed mixed-speech dataset
SVM
AudioSet-2M
AudioSet-20K
L3DAS21
PHC SEDnet n=2
yeast
ToxiAlert-Bench
Scene
IndicTTS
A3Lab PASCAL CHiME
UrbanSound8K
AudioCLIP
ESP-Game
Sidewalk Material Dataset
Emotions
RealSync
RAVDESS
PASCAL
VocalSound
VocalSound Baseline
Corel 5k
YouTube News dataset (Background Music)
YouTube News dataset (Crackling Noise)
Inception-v3 CRNN
VOC07
VGGSound
HateMM
DCASE 2019 Mobile
Basic + Spectrum Correction
Universal Dependencies
TUT Urban Acoustic Scenes 2018
ERGL: event relational graph representation learning
Twitter
SWBD
BACKSpeech
3Sources
Epic-Sounds
ImpliHateVid
Sarcasm
RWCP Sound Scene Database
STL-SNN
OpenSubtitles
Apple bi-LSTM
OpenETD
NVGesture
Nordic Language Identification
FastText
MIR Flickr
MHClip-Y
MHClip-B
MeerKAT: Meerkat Kalahari Audio Transcripts
animal2vec
Human
KSounds
KC-Dialog
IAPR TC-12