Audio and acoustics
Project
Neural Networks-based Speech Enhancement
The goal of speech enhancement is to take the audio signal from a microphone, clean it and forward clean audio to multiple clients such as speech-recognition software, archival databases and speakers.
Project
SoundWave: Using the Doppler Effect to Sense Gestures
We present SoundWave, a technique that leverages the speaker and microphone already embedded in most commodity devices to sense in-air gestures around the device.
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Computational Tools for Music
Work in this area seeks to use computational tools to enable musical creativity, in particular to give novices a variety of new approaches to experience musical creativity.
Project
MySong: Automatic Accompaniment for Vocal Melodies
Want to Give MySong a Try? MySong is now Songsmith; you can download a free trial (or the full version, if you’re a teacher who wants to use it in your classroom) at: http://research.microsoft.com/songsmith Happy…
Project
Data-Driven Exploration of Musical Chord Sequences
We present data-driven methods for supporting musical creativity by capturing the statistics of a musical database. Specifically, we introduce a system that supports users in exploring the high-dimensional space of musical chord sequences by parameterizing…
Project
User-Specific Training for Vocal Melody Transcription
Overview This page contains supplementary material for our AAAI 2010 paper: “User-Specific Learning for Recognizing a Singer’s Intended Pitch”. The full citation for our paper follows, along with a link to the paper itself: Guillory…