From de5c9cecb94ce64206dc409b5d7773f5f529524b Mon Sep 17 00:00:00 2001 From: yemaozi88 <428968@gmail.com> Date: Sun, 20 Jan 2019 13:47:29 +0100 Subject: [PATCH] The bug regarding novoapi for Python 3.6 is solved. The detail can be found in novoapi_for_python3x/readme.txt --- .vs/acoustic_model/v15/.suo | Bin 76800 -> 79360 bytes HCompV.scp | 13152 ---------------- acoustic_model.sln | 2 +- .../__pycache__/defaultfiles.cpython-36.pyc | Bin 1167 -> 1167 bytes acoustic_model/acoustic_model.pyproj | 3 +- acoustic_model/check_novoapi.py | 77 +- ...erer.txt => convert_xsampa2ipa_readme.txt} | 0 acoustic_model/novoapi_functions.py | 9 +- acoustic_model/script.txt | 1600 -- {novoapi => novoapi_for_python3x}/__init__.py | 0 .../asr/__init__.py | 0 .../asr/segments/__init__.py | 0 .../asr/segments/praat.py | 10 +- .../asr/segments/segments.py | 0 .../asr/spraaklab/__init__.py | 0 .../asr/spraaklab/schema.py | 2 +- .../backend/__init__.py | 0 .../backend/session.py | 3 +- novoapi_for_python3x/readme | 64 + .../utils/json/__init__.py | 0 reus-test/reus-test.py | 119 + reus-test/reus1008-reus.wav | Bin 0 -> 84750 bytes reus-test/reus1167-man.wav | Bin 0 -> 52056 bytes reus-test/reus3768-mantsje.wav | Bin 0 -> 78064 bytes 24 files changed, 252 insertions(+), 14789 deletions(-) delete mode 100644 HCompV.scp rename acoustic_model/{how_to_use_ipa-xsampa_converer.txt => convert_xsampa2ipa_readme.txt} (100%) delete mode 100644 acoustic_model/script.txt rename {novoapi => novoapi_for_python3x}/__init__.py (100%) rename {novoapi => novoapi_for_python3x}/asr/__init__.py (100%) rename {novoapi => novoapi_for_python3x}/asr/segments/__init__.py (100%) rename {novoapi => novoapi_for_python3x}/asr/segments/praat.py (83%) rename {novoapi => novoapi_for_python3x}/asr/segments/segments.py (100%) rename {novoapi => novoapi_for_python3x}/asr/spraaklab/__init__.py (100%) rename {novoapi => novoapi_for_python3x}/asr/spraaklab/schema.py (99%) rename {novoapi => novoapi_for_python3x}/backend/__init__.py (100%) rename {novoapi => novoapi_for_python3x}/backend/session.py (98%) create mode 100644 novoapi_for_python3x/readme rename {novoapi => novoapi_for_python3x}/utils/json/__init__.py (100%) create mode 100644 reus-test/reus-test.py create mode 100644 reus-test/reus1008-reus.wav create mode 100644 reus-test/reus1167-man.wav create mode 100644 reus-test/reus3768-mantsje.wav diff --git a/.vs/acoustic_model/v15/.suo b/.vs/acoustic_model/v15/.suo index 08c3df7ab00772ca32e7c35f2553440b21d0c278..36c4ef160d0cca542766faa324e482d8ba1250f3 100644 GIT binary patch delta 6585 zcmeHL4OEn67XIF024(=2p8-)wU_ikdkbnGl_z4wFAkDv>4M#vja0Zz{#83uJGp&@l zCT^Wd$2O~T)|9E#PAMj*?9bY^I-S;4+sfVC{w&&}HfNvv%{MM3ZriEOo;_#ZInUhp z@4N4P@4fH6@Ao<1Qae9XZ<`nuCP`8NaMA1af=B`gKTz?F5F;p26+d{D za23GMhk}Lx!+}U30$2#d0&&1-AQ+e;No|q_6*F)RU;usv3<1&sUN{AG1fW;igF#uS z1W=ZH3=j=O0X#noG!MvC+QUHefpJQEl0tc|*PG<^PDY0bC;+Yn3V|XZ5#T8^J1Szu zZ2XO$gPt3JdCJIq&;`IqAR8D3{2Hk5sF*w&od5BkfE9ToAkD$=OCWHN|5 zUp5bBGCK!o6R;9!2KE9iz-r)TpcPmHtOeQtCm?X>_}KtZwNg(2rI_Gka}p}yK!h?7 z3mOGP16Khtz%XDqz)a#4%Jukub%Rn*1|12E0%&KjX+b_JV}WtNcwhoB5tsx_2AGiv zv;Zgsij+R?_hTCRrURwG4F7nCB}F$6jrrU`mXP?XET}D3hN~3{F5abF@32(G{9hA_ 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pyhtk, convert_phone_set - -import acoustic_model_functions as am_func -import convert_xsampa2ipa import defaultfiles as default +sys.path.append(default.forced_alignment_module_dir) +from forced_alignment import pyhtk, convert_phone_set +#import acoustic_model_functions as am_func +import convert_xsampa2ipa import novoapi_functions sys.path.append(default.accent_classification_dir) import output_confusion_matrix ## procedure forced_alignment_novo70 = True +balance_sample_numbers = False ## ===== load novo phoneset ===== @@ -149,11 +153,12 @@ for word in word_list: ## ===== forced alignment ===== +reus_dir = r'C:\OneDrive\Desktop\Reus' if forced_alignment_novo70: Results = pd.DataFrame(index=[], - columns=['filename', 'word', 'ipa', 'result_ipa', 'result_novo70', 'llh']) - for word in word_list: - #for word in ['Oor']: + columns=['filename', 'word', 'xsampa', 'ipa', 'result_ipa', 'result_novo70', 'llh']) + #for word in word_list: + for word in ['Reus']: # pronunciation variants top 3 df_per_word_ = df_per_word[df_per_word['word']==word] df_per_word_ = df_per_word_.sort_values('frequency', ascending=False) @@ -178,24 +183,41 @@ if forced_alignment_novo70: # samples in which all pronunciations are written in novo70. samples = df_.query("ipa in @pronunciation_ipa") + + + ## ===== balance sample numbers ===== + if balance_sample_numbers: + c = Counter(samples['ipa']) + sample_num_list = [c[key] for key in c.keys()] + sample_num = np.min(sample_num_list) + + samples_balanced = pd.DataFrame(index=[], columns=list(samples.keys())) + for key in c.keys(): + samples_ = samples[samples['ipa'] == key] + samples_balanced = samples_balanced.append(samples_.sample(sample_num), ignore_index = True) + + samples = samples_balanced + results = pd.DataFrame(index=[], - columns=['filename', 'word', 'ipa', 'result_ipa', 'result_novo70', 'llh']) + columns=['filename', 'word', 'xsampa', 'ipa', 'result_ipa', 'result_novo70', 'llh']) - #j = 0 for i in range(0, len(samples)): sample = samples.iloc[i] - wav_file = os.path.join(default.stimmen_wav_dir, sample['filename']) + filename = sample['filename'] + wav_file = os.path.join(default.stimmen_wav_dir, filename) if os.path.exists(wav_file): - #j += 1 - #print('{0} - {1}'.format(word, i)) + # for Martijn + #shutil.copy(wav_file, os.path.join(reus_dir, filename)) + pronunciation_ipa_ = [ipa.replace(':', 'ː') for ipa in pronunciation_ipa] result = novoapi_functions.forced_alignment(wav_file, word, pronunciation_ipa_) result_ipa, result_novo70, llh = novoapi_functions.result2pronunciation(result, word) result_ = pd.Series([ sample['filename'], - sample['ipa'], sample['word'], + sample['xsampa'], + sample['ipa'], ' '.join(result_ipa), ' '.join(result_novo70), llh @@ -203,7 +225,7 @@ if forced_alignment_novo70: results = results.append(result_, ignore_index = True) print('{0}/{1}: answer {2} - prediction {3}'.format( i+1, len(samples), result_['ipa'], result_['result_ipa'])) - + results.to_excel(os.path.join(reus_dir, 'results.xlsx'), encoding="utf-8") if len(results) > 0: Results = Results.append(results, ignore_index = True) Results.to_excel(os.path.join(default.stimmen_dir, 'Results.xlsx'), encoding="utf-8") @@ -213,19 +235,18 @@ else: ## ===== analysis ===== -result_novoapi_dir = os.path.join(default.stimmen_dir, 'result', 'novoapi') -for word in word_list: - if not word == 'Oog': -#word = 'Reus' +#result_novoapi_dir = os.path.join(default.stimmen_dir, 'result', 'novoapi') +#for word in word_list: +# if not word == 'Oog': - Results_ = Results[Results['word'] == word] - y_true = list(Results_['ipa']) - y_pred_ = [ipa.replace(' ', '') for ipa in list(Results_['result_ipa'])] - y_pred = [ipa.replace('ː', ':') for ipa in y_pred_] - pronunciation_variants = list(set(y_true)) - cm = confusion_matrix(y_true, y_pred, labels=pronunciation_variants) +# Results_ = Results[Results['word'] == word] +# y_true = list(Results_['ipa']) +# y_pred_ = [ipa.replace(' ', '') for ipa in list(Results_['result_ipa'])] +# y_pred = [ipa.replace('ː', ':') for ipa in y_pred_] +# pronunciation_variants = list(set(y_true)) +# cm = confusion_matrix(y_true, y_pred, labels=pronunciation_variants) - plt.figure() - output_confusion_matrix.plot_confusion_matrix(cm, pronunciation_variants, normalize=False) - #plt.show() - plt.savefig(os.path.join(result_novoapi_dir, word + '.png')) \ No newline at end of file +# plt.figure() +# output_confusion_matrix.plot_confusion_matrix(cm, pronunciation_variants, normalize=False) +# #plt.show() +# plt.savefig(os.path.join(result_novoapi_dir, word + '.png')) \ No newline at end of file diff --git a/acoustic_model/how_to_use_ipa-xsampa_converer.txt b/acoustic_model/convert_xsampa2ipa_readme.txt similarity index 100% rename from acoustic_model/how_to_use_ipa-xsampa_converer.txt rename to acoustic_model/convert_xsampa2ipa_readme.txt diff --git a/acoustic_model/novoapi_functions.py b/acoustic_model/novoapi_functions.py index c8640c0..5c76f6a 100644 --- a/acoustic_model/novoapi_functions.py +++ b/acoustic_model/novoapi_functions.py @@ -6,6 +6,8 @@ import json from novoapi.backend import session +import os +os.chdir(r'C:\Users\Aki\source\repos\acoustic_model\acoustic_model') import defaultfiles as default @@ -189,4 +191,9 @@ def result2pronunciation(result, word): phones = result_[0]['phones'] pronunciation_novo70 = [phone['label'] for phone in phones] pronunciation_ipa = [novo702ipa(phone) for phone in pronunciation_novo70] - return pronunciation_ipa, pronunciation_novo70, llh \ No newline at end of file + return pronunciation_ipa, pronunciation_novo70, llh + + +if __name__ == 'main': + pronunciation_ipa = ['rø:s', 'mɑn', 'mɑntsjə'] + grammar = make_grammar('reus', pronunciation_ipa) \ No newline at end of file diff --git a/acoustic_model/script.txt b/acoustic_model/script.txt deleted file mode 100644 index e60b833..0000000 --- a/acoustic_model/script.txt +++ /dev/null @@ -1,1600 +0,0 @@ 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-d:\OneDrive\Research\rug\experiments\fame\fame\wav\devel\devel_2009_omniumhansdeboer_2187.wav d:\OneDrive\Research\rug\experiments\fame\fame\mfc\devel\devel_2009_omniumhansdeboer_2187.mfc diff --git a/novoapi/__init__.py b/novoapi_for_python3x/__init__.py similarity index 100% rename from novoapi/__init__.py rename to novoapi_for_python3x/__init__.py diff --git a/novoapi/asr/__init__.py b/novoapi_for_python3x/asr/__init__.py similarity index 100% rename from novoapi/asr/__init__.py rename to novoapi_for_python3x/asr/__init__.py diff --git a/novoapi/asr/segments/__init__.py b/novoapi_for_python3x/asr/segments/__init__.py similarity index 100% rename from novoapi/asr/segments/__init__.py rename to novoapi_for_python3x/asr/segments/__init__.py diff --git a/novoapi/asr/segments/praat.py b/novoapi_for_python3x/asr/segments/praat.py similarity index 83% rename from novoapi/asr/segments/praat.py rename to novoapi_for_python3x/asr/segments/praat.py index fbc9e4c..d8c2084 100644 --- a/novoapi/asr/segments/praat.py +++ b/novoapi_for_python3x/asr/segments/praat.py @@ -28,7 +28,6 @@ def print_info_tier(output, title, begin, end, label): print >> output, '\t\t\ttext = "%s"' % label -#def print_tier(output, title, begin, end, segs, (format, formatter)): def print_tier(output, title, begin, end, segs, format, formatter): print >> output, '\titem [%d]:' % 0 print >> output, '\t\tclass = "IntervalTier"' @@ -70,8 +69,11 @@ def seg2tg(fname, segments): nr_tiers = 3 print_header(output, begin, end, nr_tiers) - print_tier(output, "confidence", begin, end, confidences, ('%.3f', lambda x: x)) - print_tier(output, "words", begin, end, word_labels, ('%s', lambda x: x)) - print_tier(output, "phones", begin, end, phones, ('%s', lambda x: x)) + #print_tier(output, "confidence", begin, end, confidences, ('%.3f', lambda x: x)) + #print_tier(output, "words", begin, end, word_labels, ('%s', lambda x: x)) + #print_tier(output, "phones", begin, end, phones, ('%s', lambda x: x)) + print_tier(output, "confidence", begin, end, confidences, '%.3f', lambda x: x) + print_tier(output, "words", begin, end, word_labels, '%s', lambda x: x) + print_tier(output, "phones", begin, end, phones, '%s', lambda x: x) output.close() diff --git a/novoapi/asr/segments/segments.py b/novoapi_for_python3x/asr/segments/segments.py similarity index 100% rename from novoapi/asr/segments/segments.py rename to novoapi_for_python3x/asr/segments/segments.py diff --git a/novoapi/asr/spraaklab/__init__.py b/novoapi_for_python3x/asr/spraaklab/__init__.py similarity index 100% rename from novoapi/asr/spraaklab/__init__.py rename to novoapi_for_python3x/asr/spraaklab/__init__.py diff --git a/novoapi/asr/spraaklab/schema.py b/novoapi_for_python3x/asr/spraaklab/schema.py similarity index 99% rename from novoapi/asr/spraaklab/schema.py rename to novoapi_for_python3x/asr/spraaklab/schema.py index 8efc49f..1669d3e 100644 --- a/novoapi/asr/spraaklab/schema.py +++ b/novoapi_for_python3x/asr/spraaklab/schema.py @@ -266,7 +266,7 @@ def test(data=None): print("{0} validated not OK {1}".format(data, e.message)) else: #print data, "validated OK" - print("{} validated OK".format(data)) + print("{0} validated OK".format(data)) if __name__ == "__main__": diff --git a/novoapi/backend/__init__.py b/novoapi_for_python3x/backend/__init__.py similarity index 100% rename from novoapi/backend/__init__.py rename to novoapi_for_python3x/backend/__init__.py diff --git a/novoapi/backend/session.py b/novoapi_for_python3x/backend/session.py similarity index 98% rename from novoapi/backend/session.py rename to novoapi_for_python3x/backend/session.py index b08a096..0bb2bc6 100644 --- a/novoapi/backend/session.py +++ b/novoapi_for_python3x/backend/session.py @@ -188,7 +188,8 @@ class Recognizer(object): nbytes_sent = 0 start = time.time() for j in range(0, len(buf), buffer_size): - audio_packet = str(buf[j:j + buffer_size]) + #audio_packet = str(buf[j:j + buffer_size]) + audio_packet = buf[j:j + buffer_size] nbytes_sent += len(audio_packet) self.conn.send_binary(audio_packet) self.conn.send(json.dumps({"jsonrpc": "2.0", "method": "get_result", "id": rpcid.next()})) diff --git a/novoapi_for_python3x/readme b/novoapi_for_python3x/readme new file mode 100644 index 0000000..9bcdb8d --- /dev/null +++ b/novoapi_for_python3x/readme @@ -0,0 +1,64 @@ +novoapi( https://bitbucket.org/novolanguage/python-novo-api ) is written in Python 2.7. +To install it on Python 3.x the following points should be modified. +- basestring --> str +- print xxx --> print({}.format(xxx)). +- import xxx --> from . import xxx +- except Exception, e --> except Exception as e +- remove tuples from input arguments of a function. +Concretely... + +=== novoapi\backend\__init__.py +#import session +from . import session + + +=== novoapi\backend\session.py +#except Exception, e: +except Exception as e: + +#print self.last_message +print(self.last_message) + + +=== novoapi\asr\__init__.py +#import segments +#import spraaklab +from . import segments +from . import spraaklab + + +=== novoapi\asr\segments\praat.py +#print_tier(output, "confidence", begin, end, confidences, ('%.3f', lambda x: x)) +#print_tier(output, "words", begin, end, word_labels, ('%s', lambda x: x)) +#print_tier(output, "phones", begin, end, phones, ('%s', lambda x: x)) +print_tier(output, "confidence", begin, end, confidences, '%.3f', lambda x: x) +print_tier(output, "words", begin, end, word_labels, '%s', lambda x: x) +print_tier(output, "phones", begin, end, phones, '%s', lambda x: x) + + +=== novoapi\asr\spraaklab\__init__.py === +#import schema +from . import schema + + +=== novoapi\asr\spraaklab\schema.py === +#if isinstance(object, basestring): +if isinstance(object, str): + +except jsonschema.ValidationError as e: + #print data, "validated not OK", e.message + print("{0} validated not OK {1}".format(data, e.message)) +else: + #print data, "validated OK" + print("{0} validated OK".format(data)) + + +Then to make it correctly work, few more modification is needed. +When the wav file is read using the wave module, the output (named buf) is a string of bytes on Python 2.7 while buf is a byte object on Python 3.6. +Therefore... + +=== novoapi\backend\session.py +#audio_packet = str(buf[j:j + buffer_size]) +audio_packet = buf[j:j + buffer_size] + +Also, because of this difference, Segment.__repr__ (novoapi\asr\segments\segments.py) does not work. \ No newline at end of file diff --git a/novoapi/utils/json/__init__.py b/novoapi_for_python3x/utils/json/__init__.py similarity index 100% rename from novoapi/utils/json/__init__.py rename to novoapi_for_python3x/utils/json/__init__.py diff --git a/reus-test/reus-test.py b/reus-test/reus-test.py new file mode 100644 index 0000000..379acd4 --- /dev/null +++ b/reus-test/reus-test.py @@ -0,0 +1,119 @@ +#!/usr/bin/env python +import os +os.chdir(r'C:\Users\Aki\source\repos\acoustic_model\acoustic_model') + +import argparse +import json + +from novoapi.backend import session + +p = argparse.ArgumentParser() +p.add_argument("--user", default='martijn.wieling') +p.add_argument("--password", default='xxxxx') +args = p.parse_args() + +rec = session.Recognizer(grammar_version="1.0", lang="nl", snodeid=101, user=args.user, password=args.password, keepopen=True) + +grammar = { + "type": "confusion_network", + "version": "1.0", + "data": { + "kind": "sequence", + "elements": [ + { + "kind": "word", + "pronunciation": [ + { + "phones": [ + "r", + "eu0", + "s" + ], + "id": 0 + } + , + { + "phones": [ + "m", + "a0", + "n" + ], + "id": 1 + } + , + { + "phones": [ + "m", + "a0", + "n", + "t", + "s", + "y", + "ax" + ], + "id": 2 + } + ], + "label": "reus" + } + ] + }, + "return_objects": [ + "grammar" + ], + "phoneset": "novo70" +} + +res = rec.setgrammar(grammar) +#print "Set grammar result", res + + +## === novoapi/backend/session.py === +#import wave +#import time +#from novoapi.backend.session import rpcid, segmentation + +#wavf = "reus1008-reus.wav" +#w = wave.open(wavf, 'r') +#nchannels, sampwidth, framerate, nframes, comptype, compname = w.getparams() +#buf = w.readframes(nframes) +#w.close() + +#buffer_size = 4096 +#nbytes_sent = 0 +#start = time.time() +#for j in range(0, len(buf), buffer_size): +# audio_packet = buf[j:j + buffer_size] +# nbytes_sent += len(audio_packet) +# rec.conn.send_binary(audio_packet) +#rec.conn.send(json.dumps({"jsonrpc": "2.0", "method": "get_result", "id": rpcid.next()})) +#print(rpcid.next()) +#rec.last_message = rec.conn.recv() +#message = json.loads(rec.last_message) +#result = session.segmentation(message["result"]["words"]) +#result.export() +## ==================================== + +def result2pronunciation(result, word): + #result_ = res.export()[1] + result_ = [result[i] for i in range(len(result)) if result[i]['label'] == word] + llh = result_[0]['llh'] + phones = result_[0]['phones'] + pronunciation = [phone['label'] for phone in phones] + return pronunciation, llh + + +res = rec.recognize_wav("reus1008-reus.wav") +#print "\n\n\nThe pronounced word in reus1008-reus.wav is: REUS\n\n" +#print "Recognition result:", json.dumps(res.export(), indent=4) +result2pronunciation(res.export(), 'reus') + +#print "\n\n\nThe pronounced word in reus1167-man.wav is: MAN\n\n" +res2 = rec.recognize_wav("reus1167-man.wav") +#print "Recognition result:", json.dumps(res2.export(), indent=4) +result2pronunciation(res2.export(), 'reus') + +#print "\n\n\nThe pronounced word in reus3768-mantsje.wav is: MANTSJE\n\n" +res3 = rec.recognize_wav("reus3768-mantsje.wav") +#print "Recognition result:", json.dumps(res3.export(), indent=4) +result2pronunciation(res3.export(), 'reus') diff --git a/reus-test/reus1008-reus.wav b/reus-test/reus1008-reus.wav new file mode 100644 index 0000000000000000000000000000000000000000..e1ee84ede7fdf0bfec16fb256f2d8a90f2d6c763 GIT binary patch literal 84750 zcmagG1(;LU_C9=)OlFdCcSd1wFYfN{?xj%brG?U#wzRaA(hI#cDnNmjdMWPi%rNfm 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