Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

Air-entraining Agents

Air-entraining Agents

Air-entraining agents improve the durability and workability of concrete in climates with frequent freezing and thawing. These agents prevent cracks by introducing small air bubbles into the mix, creating spaces accommodating water expansion when temperatures drop. The air-entraining agents lower the surface tension of water, forming stable, small air bubbles. This method is more effective than having accidental large voids, as the intentional, smaller, and evenly distributed air voids improve...

Perceiving Loudness, Pitch, and Location

Perceiving Loudness, Pitch, and Location

The human brain perceives pitch through two primary mechanisms reflected in place theory and frequency theory. Each mechanism describes how sound waves are interpreted as specific pitches by the brain, offering insights into the intricate processes of auditory perception.
Place theory, or place coding, suggests that different pitches are heard because various sound waves activate specific locations along the cochlea's basilar membrane. The brain determines the pitch of a sound by...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

A speech prediction model based on codec modeling and transformer decoding.

Computer speech & language·2026

Same author

Explainable ensemble learning framework for predicting industrial and energy sector GHG emissions.

Scientific reports·2026

Same author

A Molecular Trimming Strategy for Hypoxia-Tolerant Photosensitizers With Enhanced cGAS-STING Activation.

Angewandte Chemie (International ed. in English)·2026

Same author

Towards decoupling frontend enhancement and backend recognition in monaural robust ASR.

Computer speech & language·2026

Same author

Polyphenols-rich Indian barberry berries extract alleviates inorganic arsenic exposure-induced cognitive impairments and associated gut microflora alterations.

Food research international (Ottawa, Ont.)·2026

Same author

Granitic intrusions enhance strain localization and rapid mantle exhumation along an oceanic detachment fault.

Science advances·2026

Search research articles

Related Experiment Video

Updated: Jul 12, 2025

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Published on: August 9, 2024

Attentive Training: A New Training Framework for Speech Enhancement.

Ashutosh Pandey¹, DeLiang Wang²

¹Department of Computer Science and Engineering, The Ohio State University, Columbus, OH 43210 USA.

IEEE/ACM Transactions on Audio, Speech, and Language Processing

|October 30, 2023

Summary

This summary is machine-generated.

This study introduces Attentive Training, a new method to improve speech enhancement systems by focusing on the first speaker in noisy environments. This approach effectively handles speech interruptions in single-output systems.

Keywords:

attentive training speaker extraction speaker separation speech enhancement talker-independent

More Related Videos

Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody

Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody

Published on: September 27, 2024

Targeted Training of Ultrasonic Vocalizations in Aged and Parkinsonian Rats

Targeted Training of Ultrasonic Vocalizations in Aged and Parkinsonian Rats

Published on: August 8, 2011

Related Experiment Videos

Last Updated: Jul 12, 2025

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Published on: August 9, 2024

Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody

Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody

Published on: September 27, 2024

Targeted Training of Ultrasonic Vocalizations in Aged and Parkinsonian Rats

Targeted Training of Ultrasonic Vocalizations in Aged and Parkinsonian Rats

Published on: August 8, 2011

Area of Science:

Speech processing
Deep learning
Signal processing

Background:

Speech enhancement systems often struggle with multiple speakers and noise.
Existing methods like speaker separation or extraction have limitations for single-output systems.

Purpose of the Study:

To propose a novel training framework, Attentive Training, for speech enhancement systems.
To enable speech enhancement systems to effectively handle speech interruptions from multiple speakers.

Main Methods:

Developed a novel training framework named Attentive Training.
Trained a deep neural network to represent and track the first speaker in a noisy mixture.

Main Results:

Demonstrated the effectiveness of Attentive Training for speech enhancement.
Showcased the ability to attend to and track a target speaker in multitalker noisy conditions.

Conclusions:

Attentive Training is a viable solution for enhancing speech in the presence of interruptions.
The proposed method is suitable for standalone speech enhancement systems with a single output stream.