| 2025 | Interspeech | Benchmarking Time-localized Explanations for Audio Classification Models. | Cecilia Bolaos, Leonardo Pepino, Martn Meza, Luciana Ferrer |
| 2025 | Interspeech | EnCodecMAE: leveraging neural codecs for universal audio representation learning. | Leonardo Pepino, Pablo Riera, Luciana Ferrer |
| 2025 | Interspeech | A Dataset for Automatic Assessment of TTS Quality in Spanish. | Alejandro Sosa Welford, Leonardo Pepino |
| 2024 | ICASSP | Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. | Pablo Alonso-Jimnez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martn Rocamora |
| 2023 | ICASSP | Phone and Speaker Spatial Organization in Self-Supervised Speech Representations. | Pablo Riera, Manuela Cerdeiro, Leonardo Pepino, Luciana Ferrer |
| 2022 | ICASSP | Study of Positional Encoding Approaches for Audio Spectrogram Transformers. | Leonardo Pepino, Pablo Riera, Luciana Ferrer |
| 2021 | Interspeech | Alzheimer Disease Recognition Using Speech-Based Embeddings From Pre-Trained Models. | Lara Gauder, Leonardo Pepino, Luciana Ferrer, Pablo Riera |
| 2021 | Interspeech | Emotion Recognition from Speech Using wav2vec 2.0 Embeddings. | Leonardo Pepino, Pablo Riera, Luciana Ferrer |
| 2020 | ICASSP | Fusion Approaches for Emotion Recognition from Speech Using Acoustic and Text-Based Features. | Leonardo Pepino, Pablo Riera, Luciana Ferrer, Agustn Gravano |