diff --git a/BBPs/3-count_stats.py b/BBPs/3-count_stats.py index 64e6af2f6f7299cbee537e9c91408d9c3a407a1b..70d8a9ef9d116723d6c6a2447973c1463cc612d7 100644 --- a/BBPs/3-count_stats.py +++ b/BBPs/3-count_stats.py @@ -25,7 +25,7 @@ print("Parameters ready to use!") #%% Importation of ata and function print("\rImportation of csv data", end="\r") -from FuncUtils import get_csv, get_category +from BBPUtils import get_csv, get_category data_20_21, audio_paths = get_csv(csv_f, slash="/") print("Importation of csv data complete!") @@ -92,7 +92,7 @@ if input('\nSave table with categories [Y/n] ? ') == 'Y': for cat in ['acoustic', 'fishing_net', 'behavior', 'beacon', 'date', 'number', 'net']: data_to_save[cat] = get_category(files_in_folder, audio_paths, data_20_21, cat) - data_to_save['audio_names'] = [file[:-10] for file in files_in_folder] + data_to_save['audio_names'] = files_in_folder data_to_save['Buzz'] = Buzz_per_file.astype(int) data_to_save['Burst-pulse'] = Burst_per_file.astype(int) data_to_save.to_csv(os.path.join(save_f, datetime.now().strftime("%d-%m-%y_%Hh%M")+"_number_of_BBP.csv"), diff --git a/BBPs/BBPUtils.py b/BBPs/BBPUtils.py index ff3a73bdfaffdcfc7aeed245d3dbf0801c49779d..7df0a7cfb6b630db2a16daf478f0dd5175891b43 100755 --- a/BBPs/BBPUtils.py +++ b/BBPs/BBPUtils.py @@ -78,9 +78,9 @@ def get_csv(csv_folder, slash="\\"): csv_names = [a for a in os.listdir(csv_folder) if a.endswith('.csv')] # import data - data = import_csv(csv_names[0], csv_folder, separator=slash) + data = import_csv(csv_names[0], csv_folder, slash=slash) for i in range(1,len(csv_names)): - data = data + import_csv(csv_names[i], csv_folder, separator=slash)[1:] + data = data + import_csv(csv_names[i], csv_folder, slash=slash)[1:] data_frame = pd.DataFrame(data=data[:][1:], columns=data[:][0]) # change dtype for selected columns diff --git a/BBPs/Results/16-06-22_14h00_number_of_BBP.csv b/BBPs/Results/16-06-22_14h00_number_of_BBP.csv index d7a4784986751ed059dc18fed3345f0c3259d5da..32fe29c80a4633f52dd81ba7bac095f666e6e453 100644 --- a/BBPs/Results/16-06-22_14h00_number_of_BBP.csv +++ b/BBPs/Results/16-06-22_14h00_number_of_BBP.csv @@ -1,491 +1,491 @@ number_of_BBP,acoustic,fishing_net,behavior,beacon,date,number,net,audio_names,Buzz,Burst-pulse -0,AV,SSF,DEPL,NC,09/07/2021,6,SSF,SCW6070_20210,0,0 -0,AV+D,SSF,DEPL,DC,09/07/2021,6,SSF,SCW6070_20210,0,0 -0,D,SSF,DEPL,DC,09/07/2021,6,SSF,SCW6070_20210,0,0 -1,D,SSF,DEPL,DC,09/07/2021,6,SSF,SCW6070_20210,1,0 -0,D,SSF,DEPL,DC,09/07/2021,6,SSF,SCW6070_20210,0,0 -0,D,SSF,DEPL,DC,09/07/2021,6,SSF,SCW6070_20210,0,0 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-84,7 +84,7 @@ for file in range(len(audio_paths)): map_clean=np.copy(map_peaks) # save detections - # np.save(os.path.join(save_f, audio_paths[file][-27:-4], "_peaks"), + # np.save(os.path.join(save_f, audio_paths[file][-27:-4] + "_peaks"), # np.nonzero(map_clean)[0]) print(f"\r\t1- {file+1} on {len(audio_paths)}: Found {len(np.nonzero(map_clean)[0])} \ diff --git a/Stats/.Rhistory b/Stats/.Rhistory index e0b7e2955debaae9af451aa4069d11e7155cf14a..be7778ea363a655ee8271b09c294e72990357753 100644 --- a/Stats/.Rhistory +++ b/Stats/.Rhistory @@ -1,20 +1,3 @@ -numb_stats_c[is.na(numb_stats_c)] <- 0 -numb_stats_c$number <- as.factor(numb_stats_c$number) -numb_stats_c %>% -ggplot(aes(x=number, y=mean, group=1)) + -geom_errorbar(aes(x=number, ymin=mean-ic, ymax=mean+ic), -color="red", width=.1)+ -geom_point() + geom_line() + -theme_classic() + theme(text=element_text(size=12)) + -ylab("Mean number of clicks per min")+ -xlab("Number of echolocation clicks in group") -######################################################################## -# STATISTICS -# Author : Loic LEHNHOFF -# Adapted from Yannick OUTREMAN -# Agrocampus Ouest - 2020 -####################################################################### -library(pscl) library(MASS) library(lmtest) library(multcomp) @@ -46,7 +29,22 @@ acoustic.dta <- clicks.dta acoustic.dta$number_of_bbp <- bbp.dta$number_of_BBP acoustic.dta$total_whistles_duration <- whistles.dta$total_whistles_duration rm(whistles.dta, bbp.dta, clicks.dta) -# suppress "T" acoustic data (data not related to this analysis) +# add group IDs +id2020 <- read.table(file=paste0(folder, 'CSV_data/Audio_Data_2020.csv'), +sep = ',', header=TRUE)[1:396,] +id2021 <- read.table(file=paste0(folder, 'CSV_data/Audio_Data_2021.csv'), +sep = ',', header=TRUE)[1:96,] +id2021$ID <- id2021$ID+max(id2020$ID) +id2021$Seq <- id2021$Seq+max(id2020$Seq) +id.dta <- rbind(id2020, id2021) +id.dta$Fichier.Audio <-str_sub(id.dta$Fichier.Audio, -27, -5) +acoustic.dta$ID <- rep(-1, 490) +for (name in acoustic.dta$audio_names){ +acoustic.dta$ID[match(name, acoustic.dta$audio_names)] <- id.dta$ID[match(name, id.dta$Fichier.Audio)] +} +acoustic.dta$ID <- as.factor(acoustic.dta$ID) +rm(id2020, id2021, id.dta) +# suppress "T" acoustic data (other groups not tested on our variables) acoustic.dta <- acoustic.dta[acoustic.dta$acoustic!="T",] # shuffle dataframe acoustic.dta <- acoustic.dta[sample(1:nrow(acoustic.dta)), ] @@ -430,7 +428,7 @@ ytitle="Mean number of clicks per dolphin per min")+ theme(axis.text.x=element_text(size=8))+ scale_x_discrete(guide=guide_axis(n.dodge = 2)) # NC stands for "Unknown". Corresponding to categories where the beacon was not turned on yet ('BEF') -#### Plots by group ID #### +#### Plots by number of dolphins #### # Whistles numb_stats_w <- computeStats(acoustic.dta, number, total_whistles_duration/375) numb_stats_w[is.na(numb_stats_w)] <- 0 @@ -467,7 +465,7 @@ geom_point() + geom_line() + theme_classic() + theme(text=element_text(size=12)) + ylab("Mean number of clicks per min")+ xlab("Number of echolocation clicks in group") -#### Plots by Number of dolphins in group #### +#### Plots by Group ID #### # Whistles numb_stats_w <- computeStats(acoustic.dta, ID, whistling_time_per_dolphin/375) numb_stats_w[is.na(numb_stats_w)] <- 0 @@ -510,3 +508,5 @@ data_test <- acoustic.dta[acoustic.dta$ID!="2",] print( posthocKW(data_test$whistling_time_per_dolphin, data_test$ID)) print( posthocKW(data_test$BBPs_per_dolphin, data_test$ID)) print( posthocKW(data_test$clicks_per_dolphin, data_test$ID)) +hist(acoustic.dta$ID) +hist(acoustic.dta$number) diff --git a/Whistles/1-Identification_of_whistles.py b/Whistles/1-Identification_of_whistles.py index 766961b5269bf706069fc69b94a371884ce696b3..82cb471a450a3a6dcfd1552f589921834634cfcd 100644 --- a/Whistles/1-Identification_of_whistles.py +++ b/Whistles/1-Identification_of_whistles.py @@ -24,7 +24,7 @@ print("Importation of packages complete!") print("\rSetting up parameters...", end="\r") audio_f = "./../Audio_data" # Path to recordings csv_f = "./../CSV_data" # Path to data in csv -save_f = "./Trajectories" # Path were +save_f = "./Trajectories" # Path were results are stored # Audio parameters start = 0 # start time for signal (in sec) @@ -63,21 +63,19 @@ print("Importation of csv data complete!\n") #%% Main execution print("Spectral detector of whistles") -for file in np.array([418]):#range(len(audio_paths)): +for file in range(len(audio_paths)): # import audio recording signal, fe = load(os.path.join(audio_f, audio_paths[file][4:8], audio_paths[file]), sr=None) signal = signal[int(start*fe):int(stop*fe)] # resample signal_dec = resample(signal, int(((stop-start)*new_sr))) - print("1") # extract spectral informations Magnitude_audio = stft(signal_dec, n_fft=nfft, hop_length=hop_length) spectre = np.copy(np.abs(Magnitude_audio[f_min:,:])) # PCEN could replace spectrogram in very noisy recordings #spectre_pcen = pcen(np.abs(Magnitude_audio) * (2**31), bias=10)[f_min:,:] - print("2") # Selection algorithm max_loc_per_bin_check1 = get_local_maxima(spectre, spectre, nrg_rap)[1] @@ -86,7 +84,6 @@ for file in np.array([418]):#range(len(audio_paths)): corrected_traj = sparsity_ridoff(final_traj, error_thresh=sparsity) harmonized_traj = harmonize_trajectories(corrected_traj, min_r=min_r_coef, min_common=taille_traj_min*2, delete=True) - print("3") # Saving results values = np.unique(harmonized_traj)[1:] @@ -96,30 +93,10 @@ for file in np.array([418]):#range(len(audio_paths)): dict_traj[key+1] = [np.where(harmonized_traj == value)[0].tolist(), np.where(harmonized_traj == value)[1].tolist()] startstop[key] = np.array([min(dict_traj[key+1][1]), max(dict_traj[key+1][1])]) - print("4") - # f = open(os.path.join(save_f, audio_paths[file].split('/')[-1][:-4] + ".json"), "w") - # json.dump(dict_traj, f, indent=4) - # f.close() + f = open(os.path.join(save_f, audio_paths[file].split('/')[-1][:-4] + ".json"), "w") + json.dump(dict_traj, f, indent=4) + f.close() print(f"\r\tFile {file+1} on {len(audio_paths)}: found {len(values)} whistles", end='\r') -print("\nDetection of whistles finished!") - -#%% Display the beautiful selection -final_traj[final_traj != 0] = 1 -#harmonized_traj[harmonized_traj != 0] = 1 - -# colors to differenciate detected trajectories -prism = cm.get_cmap('prism', 256) -newcolors = prism(np.linspace(0, 1, np.unique(harmonized_traj).shape[0])) -pink = np.array([0/256, 0/256, 0/256, 1]) -newcolors[0, :] = pink -newcmp = ListedColormap(newcolors) - -a = plot_spectrums([amplitude_to_db(spectre), max_loc_per_bin_check1, final_traj, harmonized_traj], - ['gray_r', 'gray', 'gray', newcmp], - titles=['Spectrogram (dB scale)', 'Local maxima selection', 'Extraction of continuous trajectories', - 'Exclusion of harmonics'], - ylabels=["Frequency"]*4, - bins=375, title="") -plt.show(block=True) \ No newline at end of file +print("\nDetection of whistles finished!") \ No newline at end of file diff --git a/Whistles/2-get_stats_of_whistles.py b/Whistles/2-get_stats_of_whistles.py index af3151cd960fe731de49e9ecd97ccbb53cefd7dd..114c2f3135c129565cf858a90d0cb783ea14602b 100644 --- a/Whistles/2-get_stats_of_whistles.py +++ b/Whistles/2-get_stats_of_whistles.py @@ -22,10 +22,9 @@ print("Importation of packages complete!") #%% Parameters print("\rSetting up parameters...", end="\r") -audio_f = "./../Audio_data" # Path to recordings csv_f = "./../CSV_data" # Path to data in csv -save_f = "./Trajectories" # Path were -results_f = "./Evaluation" +save_f = "./Trajectories" # Path were trajectories are stored +results_f = "./Evaluation" # Path were results are stored keep_if = 1 # minimal length of a whistle to be kept print("Parameters ready to use!") diff --git a/Whistles/WhistleUtils.py b/Whistles/WhistleUtils.py index a285afde7b259e897fdb3ecc0f7c407b47b1e0c7..33132e89f39d61b2b3f5a020a57d61ef72f2f03d 100755 --- a/Whistles/WhistleUtils.py +++ b/Whistles/WhistleUtils.py @@ -83,9 +83,9 @@ def get_csv(csv_folder, slash="\\"): csv_names = [a for a in os.listdir(csv_folder) if a.endswith('.csv')] # import data - data = import_csv(csv_names[0], csv_folder, separator=slash) + data = import_csv(csv_names[0], csv_folder, slash=slash) for i in range(1,len(csv_names)): - data = data + import_csv(csv_names[i], csv_folder, separator=slash)[1:] + data = data + import_csv(csv_names[i], csv_folder, slash=slash)[1:] data_frame = pd.DataFrame(data=data[:][1:], columns=data[:][0]) # change dtype for selected columns