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20

Open-Source Conversational AI with SpeechBrain 1.0

18 July 2024 by Mirco Ravanelli and others

Machine Learning, Artificial Intelligence

DASB -- Discrete Audio and Speech Benchmark

21 June 2024 by Pooneh Mousavi and others at

Université de Montréal

Sound, Artificial Intelligence

Listenable Maps for Audio Classifiers

19 June 2024 by Francesco Paissan and others

Sound, Machine Learning

How Should We Extract Discrete Audio Tokens from Self-Supervised Models?

15 June 2024 by Pooneh Mousavi and others

Sound, Artificial Intelligence

Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice

14 June 2024 by Shubham Gupta and others

Audio and Speech Processing, Sound

Audio Editing with Non-Rigid Text Prompts

12 June 2024 by Francesco Paissan and others

Sound, Machine Learning

Listenable Maps for Zero-Shot Audio Classifiers

27 May 2024 by Francesco Paissan and others

Sound, Machine Learning

CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds

21 March 2024 by David Budaghyan and others

Sound, Artificial Intelligence

Focal Modulation Networks for Interpretable Sound Classification

5 February 2024 by Luca Della Libera and others

Sound, Machine Learning

Resource-Efficient Separation Transformer

15 January 2024 by Luca Della Libera and others

Audio and Speech Processing, Machine Learning

CL-MASR: A Continual Learning Benchmark for Multilingual ASR

25 October 2023 by Luca Della Libera and others

Computation and Language, Artificial Intelligence

CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice

29 May 2023 by Juan Zuluaga-Gomez and others

Computation and Language, Artificial Intelligence

Exploring Self-Attention Mechanisms for Speech Separation

27 May 2023 by Cem Subakan and others

Audio and Speech Processing, Machine Learning

Posthoc Interpretation via Quantization

27 May 2023 by Francesco Paissan and others

Artificial Intelligence, Machine Learning

Unsupervised Improvement of Audio-Text Cross-Modal Representations

5 May 2023 by Zhepei Wang and others

Sound, Machine Learning

Self-supervised learning for infant cry analysis

2 May 2023 by Arsenii Gorin and others

Sound, Artificial Intelligence

Learning Representations for New Sound Classes With Continual Self-Supervised Learning

13 December 2022 by Zhepei Wang and others

Audio and Speech Processing, Machine Learning

REAL-M: Towards Speech Separation on Real Mixtures

20 October 2021 by Cem Subakan and others

Audio and Speech Processing, Machine Learning

SpeechBrain: A General-Purpose Speech Toolkit

8 June 2021 by Mirco Ravanelli and others

Audio and Speech Processing, Artificial Intelligence

Attention is All You Need in Speech Separation

8 March 2021 by Cem Subakan and others

Audio and Speech Processing, Machine Learning

Two-Step Sound Source Separation: Training on Learned Latent Targets

23 October 2019 by Efthymios Tzinis and others

Machine Learning, Computation and Language

Continual Learning of New Sound Classes using Generative Replay

3 June 2019 by Zhepei Wang and others

Machine Learning, Sound

Learning the Base Distribution in Implicit Generative Models

13 March 2018 by Cem Subakan and others

Machine Learning, Neural and Evolutionary Computing

Generative Adversarial Source Separation

30 October 2017 by Cem Subakan and Paris Smaragdis

Sound, Machine Learning

This is an AI-generated summary

Key points

Topics

Machine Learning Sound Audio and Speech Processing Signal Processing Artificial Intelligence Computation and Language Neural and Evolutionary Computing