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Machine learning in audio?
2019 Community Moderator ElectionStudying machine learning algorithms: depth of understanding vs. number of algorithmsMachine Learning & Partial Differential EquationsIdeas for next step of Machine Learningdata science / machine learning resources?How to search collection of podcasts (.mp3 files)?Intro to Machine LearningHow to check if audio samples have only noise or are silent?How to learn Machine LearningAudio signal signal processing for background noise reduction or removalHow can I use Machine learning for inter-relationship between Features?
$begingroup$
What are recommended books or online courses that are mostly helpful to someone wanting to delve into machine learning specifically in audio?
Or is the learning path mostly the same as for any other machine learning field?
machine-learning deep-learning audio-recognition
asked Mar 27 at 13:52
DanijelDanijel
1012
$endgroup$
add a comment |
$begingroup$
What are recommended books or online courses that are mostly helpful to someone wanting to delve into machine learning specifically in audio?
Or is the learning path mostly the same as for any other machine learning field?
machine-learning deep-learning audio-recognition
asked Mar 27 at 13:52
DanijelDanijel
1012
$endgroup$
add a comment |
$begingroup$
What are recommended books or online courses that are mostly helpful to someone wanting to delve into machine learning specifically in audio?
Or is the learning path mostly the same as for any other machine learning field?
machine-learning deep-learning audio-recognition
asked Mar 27 at 13:52
DanijelDanijel
1012
$endgroup$
What are recommended books or online courses that are mostly helpful to someone wanting to delve into machine learning specifically in audio?
Or is the learning path mostly the same as for any other machine learning field?
machine-learning deep-learning audio-recognition
machine-learning deep-learning audio-recognition
asked Mar 27 at 13:52
DanijelDanijel
1012
asked Mar 27 at 13:52
DanijelDanijel
1012
asked Mar 27 at 13:52
DanijelDanijel
1012
asked Mar 27 at 13:52
DanijelDanijel
1012
asked Mar 27 at 13:52
DanijelDanijel
1012
1012
add a comment |
add a comment |
2 Answers
2
active
oldest
votes
$begingroup$
I think that resources about speech processing would be a good introduction to audio files manipulation for machine learning in general.
For a broader introduction to audio,
Machine Learning for Audio, Image and Video Analysis: Theory and Applications, Reviews
Book by Alessandro Vinciarelli and Francesco Camastra could be a good read.
Also, check out some blogs like this one: https://www.analyticsvidhya.com/blog/2018/01/10-audio-processing-projects-applications/ (as you mention deep learning in the tags) that can give a good introduction with some hands-on experience.
answered Mar 27 at 14:21
EskappEskapp
366318
$endgroup$
add a comment |
$begingroup$
Using Deep learning in audio processing is a very interesting field of study and there are not a large number of companies actually working on this problem set, so finding the relevant material is a little hard for this. But if you want to refer to the development and understand the thinking behind processing audio in images, refer to these links:
- Looking to Listen: Audio-Visual Speech Separation
- Representations of Sound in Deep Learning of Audio
Features from Music - Unsupervised feature learning for audio classification
answered Mar 28 at 6:13
thanatozthanatoz
569319
$endgroup$
add a comment |
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
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active
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votes
$begingroup$
I think that resources about speech processing would be a good introduction to audio files manipulation for machine learning in general.
For a broader introduction to audio,
Machine Learning for Audio, Image and Video Analysis: Theory and Applications, Reviews
Book by Alessandro Vinciarelli and Francesco Camastra could be a good read.
Also, check out some blogs like this one: https://www.analyticsvidhya.com/blog/2018/01/10-audio-processing-projects-applications/ (as you mention deep learning in the tags) that can give a good introduction with some hands-on experience.
answered Mar 27 at 14:21
EskappEskapp
366318
$endgroup$
add a comment |
$begingroup$
I think that resources about speech processing would be a good introduction to audio files manipulation for machine learning in general.
For a broader introduction to audio,
Machine Learning for Audio, Image and Video Analysis: Theory and Applications, Reviews
Book by Alessandro Vinciarelli and Francesco Camastra could be a good read.
Also, check out some blogs like this one: https://www.analyticsvidhya.com/blog/2018/01/10-audio-processing-projects-applications/ (as you mention deep learning in the tags) that can give a good introduction with some hands-on experience.
answered Mar 27 at 14:21
EskappEskapp
366318
$endgroup$
add a comment |
$begingroup$
I think that resources about speech processing would be a good introduction to audio files manipulation for machine learning in general.
For a broader introduction to audio,
Machine Learning for Audio, Image and Video Analysis: Theory and Applications, Reviews
Book by Alessandro Vinciarelli and Francesco Camastra could be a good read.
Also, check out some blogs like this one: https://www.analyticsvidhya.com/blog/2018/01/10-audio-processing-projects-applications/ (as you mention deep learning in the tags) that can give a good introduction with some hands-on experience.
answered Mar 27 at 14:21
EskappEskapp
366318
$endgroup$
I think that resources about speech processing would be a good introduction to audio files manipulation for machine learning in general.
For a broader introduction to audio,
Machine Learning for Audio, Image and Video Analysis: Theory and Applications, Reviews
Book by Alessandro Vinciarelli and Francesco Camastra could be a good read.
Also, check out some blogs like this one: https://www.analyticsvidhya.com/blog/2018/01/10-audio-processing-projects-applications/ (as you mention deep learning in the tags) that can give a good introduction with some hands-on experience.
answered Mar 27 at 14:21
EskappEskapp
366318
answered Mar 27 at 14:21
EskappEskapp
366318
answered Mar 27 at 14:21
EskappEskapp
366318
answered Mar 27 at 14:21
EskappEskapp
366318
366318
add a comment |
add a comment |
$begingroup$
Using Deep learning in audio processing is a very interesting field of study and there are not a large number of companies actually working on this problem set, so finding the relevant material is a little hard for this. But if you want to refer to the development and understand the thinking behind processing audio in images, refer to these links:
- Looking to Listen: Audio-Visual Speech Separation
- Representations of Sound in Deep Learning of Audio
Features from Music - Unsupervised feature learning for audio classification
answered Mar 28 at 6:13
thanatozthanatoz
569319
$endgroup$
add a comment |
$begingroup$
Using Deep learning in audio processing is a very interesting field of study and there are not a large number of companies actually working on this problem set, so finding the relevant material is a little hard for this. But if you want to refer to the development and understand the thinking behind processing audio in images, refer to these links:
- Looking to Listen: Audio-Visual Speech Separation
- Representations of Sound in Deep Learning of Audio
Features from Music - Unsupervised feature learning for audio classification
answered Mar 28 at 6:13
thanatozthanatoz
569319
$endgroup$
add a comment |
$begingroup$
Using Deep learning in audio processing is a very interesting field of study and there are not a large number of companies actually working on this problem set, so finding the relevant material is a little hard for this. But if you want to refer to the development and understand the thinking behind processing audio in images, refer to these links:
- Looking to Listen: Audio-Visual Speech Separation
- Representations of Sound in Deep Learning of Audio
Features from Music - Unsupervised feature learning for audio classification
answered Mar 28 at 6:13
thanatozthanatoz
569319
$endgroup$
Using Deep learning in audio processing is a very interesting field of study and there are not a large number of companies actually working on this problem set, so finding the relevant material is a little hard for this. But if you want to refer to the development and understand the thinking behind processing audio in images, refer to these links:
- Looking to Listen: Audio-Visual Speech Separation
- Representations of Sound in Deep Learning of Audio
Features from Music - Unsupervised feature learning for audio classification
answered Mar 28 at 6:13
thanatozthanatoz
569319
answered Mar 28 at 6:13
thanatozthanatoz
569319
answered Mar 28 at 6:13
thanatozthanatoz
569319
answered Mar 28 at 6:13
thanatozthanatoz
569319
569319
add a comment |
add a comment |
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