thank you so much for uploading this tutorial it really help me a lot. Your explanation is very clear so far i've encountered in yt. Tutorials about audio/sound classification is very rare. I hope that liking your video and subscribing to your channel can help. Please continue uploading videos in the future.
Please try to Upload the remaining parts asap and could you please extend the classification part Abit more by using some more graphs or libraries. That would be helpful.
Thanks a lot... My question is, what is the difference between audio and video mining, and audio ,and video classification?. Or are the two same thing?
At 10:13 the reason you gave for not getting the error is not correct it seems. You were getting the value error at ipd.Audio(filename) since you did not specify the extension in the filename. It would work fine without the sample rate information that you mentioned is causing the error.
Great explanation. @krishnaik I want to classify the audio to predict speech/music/silence or background music(noise, applause, etc anything mixed sound) in an audio. how to do it?
Thank you so much for making this tutorial for us. It is really helpful for us. I would like to request to you could you please make a video for audio enhancement using deep learning? I will wait for your feedback and expect the video or any suggestions soon. Thanks again.
sir, can you explain whether waveplot and waveshow are the same or different? because I use waveplot and the results are error but if I use waveshow the results are successful but the wavenya is different from sir's. can you please explain. what's wrong why my jupyter doesn't read waveplot.
I have a data set downloaded. but i don,t know how to generate metadata file from it as it is used in the video. where do i convert the data set file into meta data .csv file?
suppose i have a single audio file does the the code file_name= os.path..... still apply i am havinng a problem in the file name am constantly retting the error that ther is missing audio file but supprisingly it exist in the folder how can i overcome that
I have install librosa successfully but getting an error in "loading audio file with librosa" inspite of correct file address. Expecting help from krish.
Hi, for a long time I am searching for a solution that can recognize dog barking and count how many times /day the dog barks. How to do this please? Can work real time or better to recordh and process it later. ( it does not need to be real time but needs to be accurate) Thanks in advance.
hello sir, i want to run a speaker recognition program using ur code but i have a dataset of my own and i dont know how to generate csv file of this manner from it.Plz help me.
Thank u so much sir for such a informative and knowledgeable video. After practicing this code i am getting one error. Kindly help me out. Thanks. AttributeError Traceback (most recent call last) Input In [38], in () 1 plt.figure(figsize=(14,5)) 2 data,sample_rate=librosa.load(filename) ----> 3 librosa.display.waveplot(data,sr=sample_rate) 4 ipd.Audio(filename) AttributeError: module 'librosa.display' has no attribute 'waveplot'
@Madhuri plt.figure(figsize=(14,5)) data,sample_rate=librosa.load(filename) librosa.display.waveshow(data,sr=sample_rate) ipd.Audio(filename) this will help waveshow instead of waveplot
If your dataset has only audio files, then download them all and save them in a particular folder. Then follow these steps - 1.Go to this site and follow its instructions to create a column of the audio filenames www.howtoexcel.org/tips-and-tricks/how-to-generate-a-list-of-file-names-from-a-folder-without-vba/ : 2. Then create a column of the labels of the audio files. 3. You will need some data cleaning in Jupyter notebook to eliminate NaN values and renaming the column names before proceeding further.
Hai, The urbansound8k dataset has been downloaded as 'Urbansound8k.tar.gz' can anyone tell me how can I do it as a zip file in windows 10? Thanks in advance
Make sure you implement till here. Data set will take time to get downloaded
Now this is really Cool !!! Super Excited for following Videos
Put this in Deep learning play list.
sir can you give your telegraph channel ..previous link showing invalid .Thank you
if meldata file is not available in for datset, what should we do?
sir......how to convert our own sound data set to csv file ??
thank you so much for uploading this tutorial it really help me a lot. Your explanation is very clear so far i've encountered in yt. Tutorials about audio/sound classification is very rare. I hope that liking your video and subscribing to your channel can help. Please continue uploading videos in the future.
The most clear explanation on AI so far in TH-cam, as I've encountered
True
One of the great explanation I ever seen. Could you please do a full video of how we can reduce the noise of a whole audio set ?
Thank You Krish.... U r such a great teacher..... U make tough concepts very easy....
I got a audio data problem in a recent interview....thanx for this
If u have some kind of educations stuff for ex pdf and books can u send me
Honestly, this is the best video that explains. Signal Processing 🤩 Thanks a lot!
Thank you sir for listening to my request.It means a lot
If I want to create real time project like this then how to create its metadata.
I simply love the way you are sharing your knowledge.
Thank you very much !
God bless 🙏
Sir! Very much helpful I got a similar problem statement but I was not able to do it..
F
One of my favorite teachers
Could you please explain what is your goal of the project? What is your input for predictions? What is the output form and data?
That's a really instructive, explanatory and beneficial video. Thank you so much.
Much awaited 🙌
Thanks for this tutorial. Can we do the test using sound sensor?
Here we can see the data is almost balanced. But just in case , what could have been done if the data is imbalanced ?
Please try to Upload the remaining parts asap and could you please extend the classification part Abit more by using some more graphs or libraries. That would be helpful.
Thanks a lot... My question is, what is the difference between audio and video mining, and audio ,and video classification?. Or are the two same thing?
Thanks a lot sir.Sir, please upload the part-2
At 10:13 the reason you gave for not getting the error is not correct it seems. You were getting the value error at ipd.Audio(filename) since you did not specify the extension in the filename. It would work fine without the sample rate information that you mentioned is causing the error.
Great explanation. @krishnaik I want to classify the audio to predict speech/music/silence or background music(noise, applause, etc anything mixed sound) in an audio. how to do it?
Thank you so much for making this tutorial for us. It is really helpful for us. I would like to request to you could you please make a video for audio enhancement using deep learning? I will wait for your feedback and expect the video or any suggestions soon. Thanks again.
If I want to create real time project like this then how to create its metadata.
Very nice tutorial. Thanks
🔥
Wonderful explanation, thank you so much.
You're the most selfless guy I have ever seen...Can't wait to see your speech to text tho
Great explanation, really Cool !!!
Thanks Krish
Wonderful 🔥
Hello sir, I wanted to ask, how do we extract the number of pauses an audio file contains?
Thnx sir for uploading this video. 😊
Thank you brother
That was a great explanation. I just wondering what if I have only the Audio files?
How may I create the CSV file out of that many wav files?
If I want to create real time project like this then how to create its metadata.
Great video but is it possible for audio data to distinguish persons i.e voice biometrics
You're the best.
Thanks!
can i implement a real time emotion detector by refering to this video
thank you so much
if I make my own dataset not from Urban8k, and how to create the csv metadata?
I was thinking the same , have you tried it? I am going to try it.
That was the diagram of how light transverse !
Sir , are you from gulbarga ..?
sir, can you explain whether waveplot and waveshow are the same or different? because I use waveplot and the results are error but if I use waveshow the results are successful but the wavenya is different from sir's. can you please explain. what's wrong why my jupyter doesn't read waveplot.
Please how to plott the Confusion Matrix of this Project ?
I have a data set downloaded. but i don,t know how to generate metadata file from it as it is used in the video. where do i convert the data set file into meta data .csv file?
Sir even after adding the file path and extension . wav I'm getting same error I.e no such file or directory.
Please tell me what to do??
suppose i have a single audio file does the the code file_name= os.path..... still apply
i am havinng a problem in the file name am constantly retting the error that ther is missing audio file but supprisingly it exist in the folder how can i overcome that
Hi is it possible to train the emotion based model with speech by the above procedure?
Sir can you make recommendation of songs using the features used for genre classification
for me, the wav_sample_rate for scipy is exactly the same as librosa why so?
I have install librosa successfully but getting an error in "loading audio file with librosa" inspite of correct file address.
Expecting help from krish.
I have a different voice sound set of human emotions in 6 folders. how can I create the CSV file ?.
If I want to create real time project like this then how to create its metadata.
where, how can i get real time projects on data science
Hi, for a long time I am searching for a solution that can recognize dog barking and count how many times /day the dog barks. How to do this please? Can work real time or better to recordh and process it later. ( it does not need to be real time but needs to be accurate) Thanks in advance.
Dear sir, can you please help with the vowel sounds and lung disease (based on speech) data bases please 🙏
can anyone give krish sir's telegraph channel ..previous link showing invalid .Thnks
What to do when the data is imbalance?
sir , what if sample rate using scipy bigger than using librosa ?
what is the name of the algorithm that you have used?
This will be end to end project ??
hello sir, i want to run a speaker recognition program using ur code but i have a dataset of my own and i dont know how to generate csv file of this manner from it.Plz help me.
Sir i have a question, in my mind due to voice deep learning can we interact with animals
is this end to end speech recognition project
it would have been if some what small size dataset is being used
Thank u so much sir for such a informative and knowledgeable video. After practicing this code i am getting one error. Kindly help me out. Thanks.
AttributeError Traceback (most recent call last)
Input In [38], in ()
1 plt.figure(figsize=(14,5))
2 data,sample_rate=librosa.load(filename)
----> 3 librosa.display.waveplot(data,sr=sample_rate)
4 ipd.Audio(filename)
AttributeError: module 'librosa.display' has no attribute 'waveplot'
@Madhuri
plt.figure(figsize=(14,5))
data,sample_rate=librosa.load(filename)
librosa.display.waveshow(data,sr=sample_rate)
ipd.Audio(filename)
this will help
waveshow instead of waveplot
what are the fsID, start, end silence and classID in csv file
Hii! Do you have any coding that analysis two voice are different or same?
Can you help to get TinyML for this? I would like to run classification on a microcontroller.
When will the second part come?
Is ultrasound(8K)-6GB is work in jupyter
How to trained machine that if sound is this then do this
hello sir, not able to download the dataset ...in between download gets interrupted. Is there any alternative? can you please help?
Hi do we possible to find abnormalities in recored file .wav?
Sir, how to read .raw file using python
Not able to download the dataset. in between getting failed. is there any alternate way to download
Sorry, I tried to implement the idea on a special project, but so far the highest accuracy I have achieved is 77%
How can I increase the accuracy
Krish good day, after downloading this audio file, I was unable to open it
love from pakistan
Sir the dataset that i am working on doesnt have a csv file and just has the audio..How do i go ahead without having any csv file data?
If your dataset has only audio files, then download them all and save them in a particular folder. Then follow these steps - 1.Go to this site and follow its instructions to create a column of the audio filenames www.howtoexcel.org/tips-and-tricks/how-to-generate-a-list-of-file-names-from-a-folder-without-vba/ :
2. Then create a column of the labels of the audio files. 3. You will need some data cleaning in Jupyter notebook to eliminate NaN values and renaming the column names before proceeding further.
i want to implement this coding on multiple audio file that is the Dcase dataset 2017 challenge can anyone please help me in this regards?
how did you get the metadata?
Can I know the realtime application
sir not able to download dataset sir
pls help!!
how to convert our own sound data set to csv file ??..does anybody knows...???????
Means animals voice dataset communicator
If I haven't any CSV file in my dataset then what to do.?... please reply sir 🙏
same problem i'm facing
did u find the answer?
I also want to find the solution...
facing this issue .... No module named 'librosa'
Pip install librosa
Or conda if you are using anaconda
@@henningreblin9263 i tried both pip as well as conda
@@prateek2987singh try in anaconda command prompt and not on cmd
@@prateek2987singh use python3.8
First 😋
Is it possible you share your code ?
hello guys anyone please help in implementing DCASE 2017 challenge base line ...
@krishnaik06 ive created a data set for carnatic music but how do we create a csv file for the dataset
Ipd not defind
is it a CNN?
Second comment 😅
don't use librosa.waveplot in the newest library insted use librosa.display.waveshow
Thank you sir. I learned lot of thing from you.🫀🫀🫀
Hai, The urbansound8k dataset has been downloaded as 'Urbansound8k.tar.gz' can anyone tell me how can I do it as a zip file in windows 10? Thanks in advance