Table 1 Dementia-related speech-based databases information
From: Deep learning-based speech analysis for Alzheimer’s disease detection: a literature review
Task name | Database name | Abbreviation | Language | Label distribution | Speech included | Transcription included | ||
|---|---|---|---|---|---|---|---|---|
VF | SVF | Animal naming | PGA-OREKA [20] | VF1 | Spain | HC (62)/MCI (38) | Yes | No |
- [21] | VF2 | French, Dutch, and German | HC (66)/MCI (66) | Yes | - | |||
Vegetable naming | Mandarin_Lu (DementiaBank) + NTU dataset [22] | VF3 | Chinese | AD (30)/HC (30) | Yes | No | ||
Location naming | Mandarin_Lu (DementiaBank) + NTU dataset [22] | VF4 | Chinese | AD (30)/HC (30) | Yes | No | ||
SS | Conversation/interview | PROMPT database [23] | cvs1 | Japanese | Dementia (49)/MCI(42)/HC(72) | Yes | - | |
- [24] | cvs2 | Italian | eD (16)/MCI (32)/HC (48) | Yes | Yes | |||
The Carolina Corpus Conversation database [14] | cvs3 | English | AD (30)/HC (16) | Yes | Yes | |||
IVA dataset [25] | cvs4 | English | ND (21)/MCI (24)/HC (25) | Yes | - | |||
cvs5 | Hungarian | MCI (48)/HC (36) AD (25)/MCI (25)/HC (25) | Yes | No | ||||
AZTIAHO AZTIAHORE [28] | cvs6 | multilingual | AD (20)/HC (50) AD (20)/MCI (20) | Yes | No | |||
- [29] | cvs7 | Italian | MCI (19)/HC (20) | Yes | Yes | |||
- [16] | cvs8 | Hungarian | MCI (32)/HC (19) | Yes | No | |||
Framingham Heart Study Dataset [30] | cvs9 | English | Dementia (223)/MCI (309)/HC (291) | Yes | No | |||
Recall | NTUHV dataset [31] | recall1 | Chinese Taiwan | AD (40)/HC (40) MCI (30)/HC (30) | - | - | ||
The Wallet Story from ABCD [32] | recall2 | Brazilian Portuguese | MCI (23)/HC (12) | - | - | |||
The Lucia Story Datasets from BALE [32] | recall3 | - | AD (9)/HC (80) | - | - | |||
recall4 | Hungarian | MCI (48)/HC (36) AD (25)/MCI (25)/HC (25) | Yes | No | ||||
- [33] | recall5 | Chinese Taiwan | HC (30)/AD (30) | Yes | No | |||
PD | Cookie theft | pitt Corpus [34] | SS-PD-CT1 | English | HC (244)/MCI (309) | Yes | Yes | |
ADReSS [19] | SS-PD-CT2 | English | AD (78)/non-AD (78) | Yes | Yes | |||
ADReSSo [35] | SS-PD-CT3 | English | AD (87)/HC (79) | Yes | Yes | |||
Wisconsin Longitudinal Study (WLS) [36] | SS-PD-CT4 | English | AD (115)/HC (839) | |||||
- [37] | SS-PD-CT5 | English | AD (26)/HC (46) | Yes | Yes | |||
NTUHV dataset [31] | SS-PD-CT6 | Chinese Taiwan | 40 AD/40 HC//30HC/30 MCI | - | - | |||
- | - [29] | SS-PD1 | Italian | MCI (19)/HC (20) | Yes | - | ||
- | - [24] | SS-PD2 | Italian | eD (16)/MCI (32)/HC (48) | Yes | Yes | ||
MINI-PGA | MINI-PGA [12] | SS-PD3 | Spain | AD (6)/HC (12) | Yes | No | ||
The Dog Story | The Dog Story from BALE [32] | SS-PD4 | Brazilian Portuguese | AD (12)/MCI (12)/HC (82) | No | Yes | ||
The Cinderella Dataset | The Cinderella Dataset [32] | SS-PD5 | Brazilian Portuguese | AD (20)/amnestic MCI(20)/HC (20) | Yes | Yes | ||
Reading | Transcripts Reading | Gothenburg MCI study [38] | Reading | Swedish | AD (25)/HC (30) | Yes | No | |