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.
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.
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.
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?
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?
I have install librosa successfully but getting an error in "loading audio file with librosa" inspite of correct file address. Expecting help from krish.
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
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, 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.
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.
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
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.
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 ??
The most clear explanation on AI so far in UA-cam, as I've encountered
True
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.
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....
Sir! Very much helpful I got a similar problem statement but I was not able to do it..
F
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
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 🙏
Honestly, this is the best video that explains. Signal Processing 🤩 Thanks a lot!
That's a really instructive, explanatory and beneficial video. Thank you so much.
Thanks for this tutorial. Can we do the test using sound sensor?
Could you please explain what is your goal of the project? What is your input for predictions? What is the output form and data?
Much awaited 🙌
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.
One of my favorite teachers
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.
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.
Thanks a lot sir.Sir, please upload the part-2
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?
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.
Wonderful explanation, thank you so much.
Very nice tutorial. Thanks
Great video but is it possible for audio data to distinguish persons i.e voice biometrics
Sir , are you from gulbarga ..?
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.
Hello sir, I wanted to ask, how do we extract the number of pauses an audio file contains?
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?
Thnx sir for uploading this video. 😊
can anyone give krish sir's telegraph channel ..previous link showing invalid .Thnks
can i implement a real time emotion detector by refering to this video
Great explanation, really Cool !!!
where, how can i get real time projects on data science
Sir can you make recommendation of songs using the features used for genre classification
🔥
Wonderful 🔥
it would have been if some what small size dataset is being used
Please how to plott the Confusion Matrix of this Project ?
Hi is it possible to train the emotion based model with speech by the above procedure?
How to trained machine that if sound is this then do this
What to do when the data is imbalance?
This will be end to end project ??
If I want to create real time project like this then how to create its metadata.
for me, the wav_sample_rate for scipy is exactly the same as librosa why so?
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
You're the most selfless guy I have ever seen...Can't wait to see your speech to text tho
I have install librosa successfully but getting an error in "loading audio file with librosa" inspite of correct file address.
Expecting help from krish.
Sir i have a question, in my mind due to voice deep learning can we interact with animals
Dear sir, can you please help with the vowel sounds and lung disease (based on speech) data bases please 🙏
is this end to end speech recognition project
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??
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
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, 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 different voice sound set of human emotions in 6 folders. how can I create the CSV file ?.
Krish good day, after downloading this audio file, I was unable to open it
sir , what if sample rate using scipy bigger than using librosa ?
You're the best.
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.
what are the fsID, start, end silence and classID in 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
Sir, how to read .raw file using python
what is the name of the algorithm that you have used?
That was the diagram of how light transverse !
Is ultrasound(8K)-6GB is work in jupyter
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 you brother
Hi do we possible to find abnormalities in recored file .wav?
Hii! Do you have any coding that analysis two voice are different or same?
When will the second part come?
Can you help to get TinyML for this? I would like to run classification on a microcontroller.
hello sir, not able to download the dataset ...in between download gets interrupted. Is there any alternative? can you please help?
Thanks!
thank you so much
Thanks Krish
Not able to download the dataset. in between getting failed. is there any alternate way to download
how to convert our own sound data set to csv file ??..does anybody knows...???????
Can I know the realtime application
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.
Means animals voice dataset communicator
sir not able to download dataset sir
pls help!!
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?
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...
how did you get the metadata?
don't use librosa.waveplot in the newest library insted use librosa.display.waveshow
Is it possible you share your code ?
hello guys anyone please help in implementing DCASE 2017 challenge base line ...
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 😋
Ipd not defind
is it a CNN?
love from pakistan
Second comment 😅
@krishnaik06 ive created a data set for carnatic music but how do we create a csv file for the dataset
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