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[HTML][HTML] Advancements in preprocessing, detection and classification techniques for ecoacoustic data: A comprehensive review for large-scale Passive Acoustic …
Computational ecoacoustics has seen significant growth in recent decades, facilitated by the
reduced costs of digital sound recording devices and data storage. This progress has …
reduced costs of digital sound recording devices and data storage. This progress has …
Music controlnet: Multiple time-varying controls for music generation
Text-to-music generation models are now capable of generating high-quality music audio in
broad styles. However, text control is primarily suitable for the manipulation of global musical …
broad styles. However, text control is primarily suitable for the manipulation of global musical …
Pyannote. audio: neural building blocks for speaker diarization
We introduce pyannote. audio, an open-source toolkit written in Python for speaker
diarization. Based on PyTorch machine learning framework, it provides a set of trainable end …
diarization. Based on PyTorch machine learning framework, it provides a set of trainable end …
Audio2gestures: Generating diverse gestures from speech audio with conditional variational autoencoders
Generating conversational gestures from speech audio is challenging due to the inherent
one-to-many map** between audio and body motions. Conventional CNNs/RNNs …
one-to-many map** between audio and body motions. Conventional CNNs/RNNs …
Hybrid LSTM-transformer model for emotion recognition from speech audio files
Emotion is a vital component in daily human communication and it helps people understand
each other. Emotion recognition plays a crucial role in develo** human-computer …
each other. Emotion recognition plays a crucial role in develo** human-computer …
An emotion-based personalized music recommendation framework for emotion improvement
Z Liu, W Xu, W Zhang, Q Jiang - Information Processing & Management, 2023 - Elsevier
Music has a close relationship with people's emotion and mental status. Music
recommendation has both economic and social benefits. Unfortunately, most existing music …
recommendation has both economic and social benefits. Unfortunately, most existing music …
A multimodal hierarchical approach to speech emotion recognition from audio and text
Speech emotion recognition (SER) plays a crucial role in improving the quality of man–
machine interfaces in various fields like distance learning, medical science, virtual …
machine interfaces in various fields like distance learning, medical science, virtual …
Automated dysarthria severity classification: A study on acoustic features and deep learning techniques
Assessing the severity level of dysarthria can provide an insight into the patient's
improvement, assist pathologists to plan therapy, and aid automatic dysarthric speech …
improvement, assist pathologists to plan therapy, and aid automatic dysarthric speech …
Coswara: A respiratory sounds and symptoms dataset for remote screening of SARS-CoV-2 infection
This paper presents the Coswara dataset, a dataset containing diverse set of respiratory
sounds and rich meta-data, recorded between April-2020 and February-2022 from 2635 …
sounds and rich meta-data, recorded between April-2020 and February-2022 from 2635 …
Robustness of musical features on deep learning models for music genre classification
Music information retrieval (MIR) has witnessed rapid advances in various tasks like musical
similarity, music genre classification (MGC), etc. MGC and audio tagging are approached …
similarity, music genre classification (MGC), etc. MGC and audio tagging are approached …