# Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-analysis-of-voice-samples-recorded-through-smartphones-the/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Francesco Asci,Giovanni Costantini,Pietro Leo,Alessandro Zampogna,Giovanni Ruoppolo,Alfredo Berardelli,Giovanni Saggio,Antonio Suppa |
| Citations | 54 |
| DOI | 10.3390/s20185022 |
| Fields | Medicine,Psychology |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.mdpi.com/1424-8220/20/18/5022/pdf?version=1599219783 |
| OpenAlex ID | https://openalex.org/W3083029291 |
| PMID | 32899755 |
| Type | article |
| Year | 2020 |

## Paper authors

- [Giovanni Costantini](https://scholariq.org/researchers/giovanni-costantini/)

## Paper journal

- [Sensors](https://scholariq.org/journals/sensors/)

## Paper primary topic

- [Voice and Speech Disorders](https://scholariq.org/topics/voice-and-speech-disorders/)

## Paper topics

- [Voice and Speech Disorders](https://scholariq.org/topics/voice-and-speech-disorders/)
- [Phonocardiography and Auscultation Techniques](https://scholariq.org/topics/phonocardiography-and-auscultation-techniques/)
- [Emotion and Mood Recognition](https://scholariq.org/topics/emotion-and-mood-recognition/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.