A new model improves speech recognition in multilingual conversations.
― 5 min read
Electrical Engineering and Systems Science - Audio and Speech Processing
RSSThis study examines the effectiveness of LLMs in musicology and their reliability.
― 5 min read
This study examines how noise can enhance speech recognition resilience against challenges.
― 5 min read
Discover how an additional microphone enhances sound direction detection in noisy environments.
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A new method improves voice conversion using fewer samples.
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Innovative lightweight transducer enhances speech recognition efficiency and accuracy.
― 6 min read
New methods improve music creation through audio analysis and user control.
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New watermarking methods protect creators in audio generative models.
― 4 min read
Discover how DDSP improves speech synthesis efficiency and quality.
― 6 min read
This study enhances SER through improved preprocessing and efficient attention models.
― 4 min read
A framework for real-time music adjustment in games and films.
― 5 min read
aTENNuate offers efficient real-time enhancement of speech signals, improving communication clarity.
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Researchers explore ultrasonic echoes for accurate distance measurements in quiet indoor settings.
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Speaker anonymization techniques safeguard personal information while maintaining communication clarity.
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New methods improve voice clarity in noisy environments for hearables.
― 5 min read
A new model improves vocal separation and melody transcription in music.
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Research reveals how neurons in speech models recognize key features of sound.
― 7 min read
A new model streamlines audio production by automatically eliminating breath sounds.
― 6 min read
SpeechLLMs show promise but struggle with speaker identification in conversations.
― 4 min read
A self-supervised learning approach reduces the need for labeled audio data.
― 6 min read
Study reveals voice data's role in recognizing emotions in Spanish speakers.
― 5 min read
A new method improves speech clarity in loud environments.
― 5 min read
Innovative approaches aim to improve music quality for those with hearing loss.
― 5 min read
GenRep offers a novel approach to identifying unusual machine sounds with limited data.
― 5 min read
TF-Mamba enhances sound localization using a novel approach integrating time and frequency data.
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Research on modular ASR systems aims to improve performance in noisy environments.
― 4 min read
A novel method combines meaning and sound for improved emotion detection in speech.
― 6 min read
This article discusses efficient training methods for speech models using self-supervised learning.
― 4 min read
A new architecture improves sound detection across diverse environments.
― 5 min read
A new model improves music generation by focusing on individual instruments.
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Introducing DENSE, a method enhancing target speech extraction using dynamic embeddings.
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A novel method improves audio transformation while preserving melody and sound quality.
― 6 min read
This method enhances recognition accuracy for uncommon names in speech outputs.
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Enhancing spoken word identification through visual cues in under-resourced languages.
― 7 min read
A new model improves detection of audio deepfakes with continuous learning.
― 5 min read
An overview of audio-visual speaker diarization methods, challenges, and systems.
― 5 min read
BigCodec improves sound quality in low-bitrate audio transmission.
― 4 min read
New method improves sound capture using circular microphones for better audio quality.
― 5 min read
This article discusses the benefits of simplifying transformer models for speech tasks.
― 4 min read
Sortformer integrates speaker diarization and ASR for improved audio processing.
― 5 min read