diff --git a/cleansio/speech/timestamp.py b/cleansio/speech/timestamp.py
index be600b2..dcdd8f0 100644
--- a/cleansio/speech/timestamp.py
+++ b/cleansio/speech/timestamp.py
@@ -1,6 +1,6 @@
 """ Locates where words are located in an audio chunk """
 
-from utils import gcs_time_to_ms
+from utils import gcs_time_to_ms, num_syllables
 
 class Timestamp():
     """ Words are located by either assessing silence or by estimatingself.
@@ -20,7 +20,8 @@ def __compute_timestamps(self):
         """ Goes through each word in the chunk and computes the timestamps """
         if not self.lyrics.results:
             return None
-        return self.__parse_timestamps()
+        timestamps = self.__parse_timestamps()
+        return self.__improve_timestamps(timestamps)
 
     def __parse_timestamps(self):
         """ Parses GCS's output and returns [{word:str, start:ms, end:ms},].
@@ -33,3 +34,44 @@ def __parse_timestamps(self):
                 'end': gcs_time_to_ms(word_dict.end_time)
             })
         return timestamps
+
+    def __improve_timestamps(self, timestamps):
+        """ Adjusts the GCS's timestamps to be more accurate. O(n) """
+        num_stamps = len(timestamps)
+        for i in range(num_stamps):
+            accuracy = self.__timestamp_accuracy(timestamps[i])
+            # Too long, shorten one end
+            if accuracy == 1 and i > 1:
+                timestamps[i] = self.__shorten_timestamp(
+                    timestamps[i], timestamps[i - 1])
+            # Too short, lengthen one end
+            elif accuracy == -1 and i < num_stamps - 1:
+                timestamps[i] = self.__lengthen_timestamp(
+                    timestamps[i], timestamps[i + 1])
+        return timestamps
+
+    def __shorten_timestamp(self, timestamp, past):
+        """ Shorten the length of a timestamp """
+        past_accuracy = self.__timestamp_accuracy(past)
+        # Trim more from the beginning if past is short
+        timestamp['start'] += 200 if past_accuracy == -1 else 100
+        return timestamp
+
+    def __lengthen_timestamp(self, timestamp, future):
+        """ Lengthen the length of a timestamp """
+        future_accuracy = self.__timestamp_accuracy(future)
+        # Add more to the end if future is long
+        timestamp['end'] += 200 if future_accuracy == 1 else 100
+        return timestamp
+
+    @classmethod
+    def __timestamp_accuracy(cls, timestamp):
+        """ -1: Too short, 0: Accurate, 1: Too long """
+        syllables = num_syllables(timestamp['word'])
+        # On average a human says 1 syllable every 200 ms
+        expected_syll = (timestamp['end'] - timestamp['start']) / 200
+        if expected_syll - 2 > syllables:   # Too long
+            return 1
+        elif expected_syll + 2 < syllables: # Too short
+            return -1
+        return 0
diff --git a/cleansio/utils/__init__.py b/cleansio/utils/__init__.py
index 054a4ee..b88c035 100644
--- a/cleansio/utils/__init__.py
+++ b/cleansio/utils/__init__.py
@@ -4,4 +4,5 @@
 from .cli import setup_cli_args
 from .env import create_env_var
 from .files import create_temp_dir, file_name_no_ext
+from .language import num_syllables
 from .numbers import gcs_time_to_ms, is_number, leading_zero
diff --git a/cleansio/utils/language.py b/cleansio/utils/language.py
new file mode 100644
index 0000000..8d4a349
--- /dev/null
+++ b/cleansio/utils/language.py
@@ -0,0 +1,8 @@
+""" Utillity functions for language related work """
+
+import re
+
+def num_syllables(word):
+    """ Counts the number of syllables in a word """
+    # https://codegolf.stackexchange.com/a/47325
+    return len(re.findall(r'[aiouy]+e*|e(?!d$|ly).|[td]ed|le$', word))
diff --git a/tests/data/1-syllable-words.txt b/tests/data/1-syllable-words.txt
new file mode 100755
index 0000000..2268fa8
--- /dev/null
+++ b/tests/data/1-syllable-words.txt
@@ -0,0 +1,2717 @@
+the
+of
+and
+to
+in
+that
+was
+his
+he
+it
+irs
+ore
+roy
+inn
+yer
+with
+is
+for
+as
+had
+you
+not
+be
+her
+on
+at
+by
+which
+have
+or
+from
+this
+him
+but
+all
+she
+they
+were
+my
+are
+me
+one
+their
+so
+an
+said
+them
+we
+who
+would
+been
+will
+no
+when
+there
+if
+more
+out
+up
+do
+your
+what
+has
+man
+could
+than
+our
+some
+time
+may
+its
+now
+like
+then
+can
+should
+made
+did
+us
+such
+great
+must
+two
+these
+see
+know
+much
+down
+first
+good
+men
+own
+most
+old
+shall
+day
+where
+those
+came
+come
+way
+work
+life
+go
+make
+well
+through
+long
+say
+might
+how
+am
+too
+def
+back
+here
+think
+went
+same
+last
+thought
+take
+found
+hand
+eyes
+still
+place
+while
+just
+young
+yet
+though
+things
+get
+give
+god
+years
+off
+face
+right
+once
+left
+part
+saw
+house
+world
+head
+three
+took
+new
+love
+put
+night
+each
+king
+tell
+mind
+heart
+few
+thing
+whom
+far
+seemed
+looked
+called
+whole
+de
+set
+both
+got
+find
+done
+heard
+look
+name
+days
+told
+let
+lord
+asked
+seen
+home
+knew
+side
+course
+hands
+words
+soon
+full
+end
+gave
+room
+small
+thou
+want
+light
+quite
+brought
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+whose
+door
+best
+turned
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+turn
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+black
+bring
+close
+dark
+hold
+sort
+sight
+ten
+show
+fine
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+book
+talk
+mark
+bed
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+else
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diff --git a/tests/data/2-syllable-words.txt b/tests/data/2-syllable-words.txt
new file mode 100755
index 0000000..831478d
--- /dev/null
+++ b/tests/data/2-syllable-words.txt
@@ -0,0 +1,3724 @@
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diff --git a/tests/data/3-syllable-words.txt b/tests/data/3-syllable-words.txt
new file mode 100755
index 0000000..afa8541
--- /dev/null
+++ b/tests/data/3-syllable-words.txt
@@ -0,0 +1,2002 @@
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+embraces
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+pestilence
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+consummate
+populous
+baronet
+commodore
+advocates
+mutiny
+chronicles
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+anarchy
+revision
+disordered
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+womanly
+digestion
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+multiply
+subscription
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+privacy
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+jamaica
+traveler
+particle
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+statistics
+calendar
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+emerald
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+senators
+nominal
+demonstrate
+merciless
+coloring
+perusal
+discarded
+infection
+ruinous
+conventions
+stumbling
+conveying
+syllables
+enchantment
+composer
+audacious
+partnership
+pioneer
+abnormal
+omission
+canopy
+athletic
+drunkenness
+intrusion
+exacting
+percentage
+cavity
+abstraction
+forefinger
+erection
+withdrawal
+senator
+ancestral
+forbearance
+workmanship
+legacy
+compelling
+flickering
+derision
+vehicles
+whimsical
+explicit
+indolent
+indistinct
+coveted
+sumptuous
+reliance
+panama
+everyday
+evermore
+parapet
+cessation
+fervently
+disabled
+arrogant
+livelihood
+scattering
+somerset
+surveying
+desertion
+believer
+negligence
+millionaire
+flowering
+unwonted
+restlessness
+actively
+countryman
+outrageous
+foolishness
+hurricane
+indulging
+atrocious
+tapestry
+impotent
+acquitted
+palpable
+apprentice
+compartment
+sarcastic
+emerging
+atonement
+whereabouts
+mountainous
+annoying
+unreal
+injunction
+scarcity
+aggregate
+illegal
+stealthily
+volcano
+sullenly
+commissions
+resounded
+gunpowder
+combining
+pitiless
+vacancy
+crumbling
+wanderer
+depicted
+boisterous
+lucia
+penitent
+abiding
+immoral
+dishonest
+supplement
+cleverness
+ascetic
+quotations
+friendliness
+rejection
+variance
+firmament
+absorption
+terminate
+cleanliness
+collective
+philippines
+ignoble
+adjective
+folio
+dismissal
+enchanting
+purified
diff --git a/tests/data/4-syllable-words.txt b/tests/data/4-syllable-words.txt
new file mode 100755
index 0000000..77c5887
--- /dev/null
+++ b/tests/data/4-syllable-words.txt
@@ -0,0 +1,803 @@
+electronic
+necessary
+information
+especially
+undertaken
+particular
+impossible
+generally
+society
+experience
+circumstances
+conversation
+political
+difficulties
+remarkably
+authority
+original
+usually
+situation
+military
+ordinary
+interesting
+overtaken
+violation
+honourable
+altogether
+additional
+distribution
+peculiar
+necessity
+education
+material
+naturally
+remarkable
+evidently
+immediate
+interested
+apparently
+familiar
+actually
+distributed
+literature
+population
+inhabitants
+satisfaction
+accompanied
+understanding
+absolutely
+explanation
+superior
+spiritual
+distributing
+gradually
+intelligence
+variety
+everybody
+development
+literary
+interrupted
+represented
+admiration
+anxiety
+miserable
+sufficiently
+anybody
+reality
+valuable
+discovery
+mysterious
+expedition
+universal
+unfortunate
+philosophy
+comfortable
+european
+melancholy
+reputation
+agreeable
+resolution
+majority
+reasonable
+humanity
+opposition
+celebrated
+disposition
+enthusiasm
+materials
+community
+magnificent
+nevertheless
+equivalent
+generations
+independent
+observation
+applicable
+separated
+seriously
+calculated
+accordingly
+constitution
+generation
+limitation
+experienced
+practically
+scientific
+territory
+alexander
+operation
+exceedingly
+execution
+astonishment
+activity
+security
+capacity
+available
+unusual
+establishment
+interior
+notwithstanding
+consequences
+hesitated
+ability
+references
+application
+intelligent
+consequently
+ceremony
+carolina
+contributions
+operations
+indignation
+prosperity
+whatsoever
+considering
+previously
+obedience
+advantages
+independence
+solitary
+historical
+unexpected
+respectable
+testimony
+disappointed
+simplicity
+comparison
+composition
+indifferent
+occupation
+invitation
+inferior
+disappointment
+responsible
+indicated
+indifference
+institutions
+introduction
+revolution
+admirable
+accompany
+ridiculous
+publication
+correspondence
+preparations
+alteration
+preparation
+situated
+occasional
+observations
+derivative
+convenient
+secretary
+experiment
+cultivated
+perpetual
+affectionate
+proposition
+revelation
+recognition
+undoubtedly
+indirectly
+temporary
+desirable
+artillery
+combination
+temperature
+professional
+agitation
+institution
+obviously
+recollection
+identify
+expectation
+invisible
+hesitation
+formidable
+machinery
+economic
+violently
+philosopher
+incapable
+exhibited
+amiable
+economy
+favourable
+prohibition
+artificial
+illustrious
+curiously
+inspiration
+particulars
+apprehension
+significance
+personally
+morality
+inclination
+differences
+imperial
+conspicuous
+nobility
+declaration
+separation
+recommended
+legislation
+corresponding
+favorable
+appropriate
+privileges
+fashionable
+positively
+inaccurate
+appreciate
+literally
+consolation
+phenomena
+regularly
+inheritance
+experiments
+periodic
+entertainment
+influences
+resembling
+dedicated
+prominently
+delicacy
+indemnify
+sacrifices
+obligation
+honorable
+significant
+infinitely
+agitated
+elaborate
+elevation
+interpreted
+extremity
+mechanical
+successfully
+temperament
+contributed
+sincerity
+facility
+indicating
+incredible
+everlasting
+deductible
+imitation
+encouragement
+impatiently
+varieties
+irregular
+illustrated
+fundamental
+cultivation
+representing
+venerable
+australia
+illustration
+congregation
+undertaking
+subsequently
+animated
+industrial
+elevated
+equality
+communicate
+essentially
+vicinity
+sympathetic
+continuous
+continual
+examining
+peculiarly
+vegetables
+customary
+wonderfully
+confirmation
+antiquity
+severity
+conservative
+beautifully
+inhabited
+exclamation
+apparatus
+ceremonies
+decidedly
+identical
+superstition
+remembering
+vegetable
+eternity
+propriety
+unconsciously
+intimacy
+legitimate
+manifested
+fidelity
+architecture
+evolution
+deliberate
+victorious
+recovery
+unnatural
+exclusively
+corporation
+exercises
+sovereignty
+accessible
+philosophers
+historian
+intensity
+democracy
+deposited
+analysis
+inherited
+ultimately
+missionary
+prejudices
+humility
+diameter
+identity
+poetical
+ambassador
+constituted
+interference
+extravagant
+momentary
+rapidity
+alternative
+astonishing
+competition
+obedient
+memorable
+contemplation
+manufacture
+comfortably
+exhibition
+uneasiness
+controversy
+resignation
+singularly
+repeatedly
+conspiracy
+preservation
+continuing
+calamity
+profitable
+speculation
+discoveries
+principally
+celestial
+patriotism
+complicated
+apology
+imprisonment
+restoration
+jurisdiction
+victoria
+penetrated
+agriculture
+accuracy
+democratic
+isolated
+conventional
+proclamation
+indiana
+executive
+comparative
+proprietor
+uncertainty
+concentrated
+ammunition
+secondary
+persecution
+circulation
+passionately
+nominally
+phenomenon
+canadian
+convenience
+desperately
+habitual
+voluntary
+contemplated
+expedient
+compensation
+decorated
+sentimental
+hostility
+regulations
+posterity
+patriotic
+interruption
+definition
+overwhelming
+energetic
+repetition
+legislature
+fortunately
+destination
+associate
+instinctively
+subordinate
+regulating
+legislative
+differently
+furiously
+relationship
+demonstration
+expectations
+vegetation
+confidential
+alabama
+integrity
+solicited
+fascinating
+desolation
+assuredly
+activities
+efficiency
+tranquillity
+navigation
+admirably
+approbation
+theology
+monastery
+definitely
+associates
+communities
+sanctuary
+superstitious
+expenditure
+encouraging
+diplomatic
+compilation
+captivity
+vigorously
+monotonous
+catastrophe
+respectfully
+discovering
+tolerably
+punctuation
+annually
+resurrection
+consecrated
+obscurity
+missionaries
+arbitrary
+benevolent
+perplexity
+companionship
+emergency
+contribution
+supposition
+synonymous
+environment
+solemnity
+insurrection
+iniquity
+meditation
+hypothesis
+magnificence
+necessities
+accusation
+irritated
+industrious
+adversary
+luxurious
+irritation
+acceptable
+accurately
+divinity
+occupations
+supremacy
+correspondent
+reasonably
+reluctantly
+republican
+explanations
+notorious
+estimation
+exceptional
+recollections
+establishing
+colonial
+penetrating
+superficial
+identified
+contributing
+consequential
+confidently
+superfluous
+accidental
+continuance
+delivery
+variations
+miraculous
+insensible
+variation
+locality
+hospitable
+benevolence
+indication
+accomplishment
+commissioners
+arabian
+fascination
+inconvenience
+contradiction
+historians
+consultation
+habitation
+disappearance
+practicable
+consternation
+expenditures
+territories
+anonymous
+injurious
+discontinue
+alternately
+endeavouring
+transportation
+comprehension
+incessantly
+improbable
+moderation
+awakening
+vitality
+comprehensive
+personages
+congratulate
+terminated
+extravagance
+tolerable
+occupying
+absurdity
+resolutely
+characterized
+permanently
+emotional
+respectively
+memorial
+beneficial
+separately
+horizontal
+termination
+eminently
+calculation
+traditional
+unsuccessful
+politician
+regulation
+minority
+acquisition
+municipal
+condemnation
+miniature
+regulated
+intimately
+unlimited
+inconsistent
+degradation
+prosecution
+abundantly
+disadvantage
+abolition
+demonstrated
+interpreter
+redistribute
+hostilities
+acknowledgment
+combinations
+inadequate
+developing
+audacity
+delicately
+indefinite
+perceptible
+solicitude
+effectual
+contemptuous
+felicity
+obstinacy
+conscientious
+perseverance
+harmonious
+laborious
+fertility
+introducing
+advantageous
+millennium
+theatrical
+commodities
+imperative
+influential
+automobile
+insufficient
+advertisement
+spontaneous
+apparition
+utility
+contemptible
+intervention
+susceptible
+mathematics
+substituted
+physically
+monopoly
+animation
+sagacity
+dissatisfied
+anticipate
+inquisition
+imperious
+impetuous
+cemetery
+oblivion
+prohibited
+decoration
+affectation
+gratifying
+stupidity
+monotony
+colorado
+antagonist
+presentation
+exultation
+coincidence
+adventurous
+dissolution
+instituted
+geography
+systematic
+virtually
+conformity
+invincible
+impertinent
+intuition
+tabernacle
+excessively
+analogy
+peninsula
+manufactured
+psychology
+veritable
+investigate
+accomplishments
+hypocrisy
+noticeable
+predecessor
+diplomacy
+similarly
+facilities
+transformation
+ornamental
+certificate
+arabia
+exposition
+thermometer
+desperation
+civility
+concentration
+speculative
+serenity
+perspiration
+stimulated
+seriousness
+mortality
+maturity
+relatively
+isolation
+biography
+misunderstood
+delirium
+ingratitude
+bewilderment
+dictionary
+adoration
+celebration
+conceivable
+mediaeval
+analogous
+vivacity
+veneration
+manifestly
+battalion
+powerfully
+erroneous
+violated
+supervision
+velocity
+deficiency
+operating
+vehemently
+primarily
+decorations
+adventurer
+unanimous
+casually
+administer
+unimportant
+deplorable
+benefactor
+bohemia
+dexterity
+mythology
+circumference
+ferocity
+satisfying
+reliable
+stability
+timidity
+recreation
+salutation
+serviceable
+operated
+luxuriant
+mutually
+intimation
+separating
+oratory
+electrical
+alacrity
+neutrality
+unfamiliar
+reformation
+inhabitant
+nomination
+reproduction
+consistency
+inquisitive
+affirmative
+applications
+precarious
+arithmetic
+considerate
+officially
+impunity
+abandonment
+idolatry
+preferable
+advertising
+barbarian
+proximity
+dissipated
+accommodate
+automatic
+ordinances
+effectively
+precipitate
+embarrassing
+demonstrations
+detestable
+abandoning
+variable
+diversity
+meridian
+continental
+hysterical
+disregarded
+unscrupulous
+adversity
+salutary
+provocation
+tumultuous
+exaltation
+obstinately
+embroidery
+acquiescence
+exploration
+stationary
+disconcerted
+toleration
+bohemian
+affinity
+lamentable
+appellation
+liberally
+apprehensive
+conveniently
+lamentations
diff --git a/tests/data/5-syllable-words.txt b/tests/data/5-syllable-words.txt
new file mode 100755
index 0000000..bdedcc2
--- /dev/null
+++ b/tests/data/5-syllable-words.txt
@@ -0,0 +1,196 @@
+immediately
+opportunity
+considerable
+individual
+associated
+particularly
+intellectual
+imagination
+extraordinary
+consideration
+curiosity
+liability
+occasionally
+necessarily
+characteristic
+continually
+examination
+communication
+organization
+civilization
+possibility
+individuals
+solicitation
+specifically
+administration
+determination
+proprietary
+satisfactory
+originally
+inevitable
+opportunities
+california
+comparatively
+representative
+modification
+disagreeable
+international
+representation
+preliminary
+experiences
+considerably
+personality
+unnecessary
+probability
+deliberately
+association
+innumerable
+communicated
+invariably
+investigation
+constitutional
+hospitality
+representatives
+educational
+generosity
+unfortunately
+characteristics
+interpretation
+representations
+considerations
+enthusiastic
+uncomfortable
+appreciation
+irresistible
+contemporary
+intolerable
+redistributing
+indispensable
+imaginary
+philosophical
+eventually
+agricultural
+university
+associations
+exaggerated
+hereditary
+supernatural
+possibilities
+negotiations
+unexpectedly
+aristocracy
+accompanying
+effectually
+universally
+popularity
+insignificant
+aristocratic
+explanatory
+unusually
+inevitably
+ingenuity
+organizations
+communications
+humiliation
+unreasonable
+immortality
+perpetually
+illuminated
+gratification
+electricity
+intelligible
+mechanically
+civilisation
+accumulated
+originator
+accommodation
+theological
+anticipation
+justification
+abominable
+sensibility
+affectionately
+recommendation
+imaginative
+voluntarily
+unsolicited
+redistribution
+accidentally
+emancipation
+deliberation
+elementary
+pecuniary
+intermediate
+manufacturing
+geographical
+ordinarily
+manifestation
+temporarily
+inexplicable
+perpendicular
+laboratory
+inability
+superintendent
+indescribable
+exaggeration
+regularity
+impenetrable
+disinterested
+mathematical
+qualifications
+psychological
+impracticable
+accompaniment
+editorial
+exasperated
+independently
+organisation
+accumulation
+unaccountable
+vocabulary
+parliamentary
+illumination
+nationality
+misunderstanding
+universities
+inseparable
+economical
+participation
+intoxicated
+ceremonial
+initiative
+inexhaustible
+administrative
+humiliating
+periodical
+interminable
+similarity
+congratulations
+inaccessible
+inconceivable
+dissatisfaction
+preparatory
+continuation
+invaluable
+incorporated
+contradictory
+indefinitely
+intoxication
+subterranean
+classification
+anniversary
+discrimination
+appropriation
+territorial
+disobedience
+uniformity
+inexorable
+equilibrium
+assassination
+manufacturers
+geological
+executioner
+inexperienced
+significantly
+experimental
+cooperation
diff --git a/tests/data/6-syllable-words.txt b/tests/data/6-syllable-words.txt
new file mode 100755
index 0000000..a064dc7
--- /dev/null
+++ b/tests/data/6-syllable-words.txt
@@ -0,0 +1,19 @@
+electronically
+responsibility
+ecclesiastical
+mediterranean
+revolutionary
+identification
+familiarity
+involuntarily
+peculiarities
+simultaneously
+impossibility
+peculiarity
+incomprehensible
+originality
+satisfactorily
+unsatisfactory
+respectability
+unintelligible
+reconciliation
diff --git a/tests/data/7-syllable-words.txt b/tests/data/7-syllable-words.txt
new file mode 100755
index 0000000..09780a7
--- /dev/null
+++ b/tests/data/7-syllable-words.txt
@@ -0,0 +1 @@
+individuality
\ No newline at end of file
diff --git a/tests/utils/numbers/test_leading_zero.py b/tests/utils/numbers/test_leading_zero.py
index 747e73a..f08f217 100644
--- a/tests/utils/numbers/test_leading_zero.py
+++ b/tests/utils/numbers/test_leading_zero.py
@@ -1,6 +1,57 @@
 # pylint: skip-file
 
-from utils import leading_zero
+from utils import is_number, gcs_time_to_ms, leading_zero
+from google.protobuf.duration_pb2 import Duration
+
+################################################################################
+### is_number
+
+def test_is_number_empty():
+    assert not is_number('')
+
+def test_is_number_string():
+    assert not is_number('cleansio')
+
+def test_is_number_string_and_num():
+    assert not is_number('hello123')
+
+def test_is_number_different_type():
+    assert is_number(91327)
+
+def test_is_number_integer():
+    assert is_number(str(91327))
+
+def test_is_number_negative():
+    assert is_number(str(-91327))
+
+def test_is_number_float():
+    assert is_number(str(91.327))
+
+def test_is_number_negative_float():
+    assert is_number('-91327.23')
+    assert is_number(str(-91327.23))
+
+################################################################################
+### gcs_time_to_ms
+
+def test_gcs_time_to_ms_empty():
+    assert gcs_time_to_ms('') == 0 and gcs_time_to_ms(None) == 0
+
+def test_gcs_time_to_ms_just_nanos():
+    duration = Duration()
+    duration.nanos = 900000000
+    assert gcs_time_to_ms(duration) == 900
+
+def test_gcs_time_to_ms_just_seconds():
+    duration = Duration()
+    duration.seconds = 2
+    assert gcs_time_to_ms(duration) == 2000
+
+def test_gcs_time_to_ms_nanos_and_seconds():
+    duration = Duration()
+    duration.nanos = 300000000
+    duration.seconds = 5
+    assert gcs_time_to_ms(duration) == 5300
 
 def test_leading_zero_empty():
     assert leading_zero('') == ''
diff --git a/tests/utils/test_language.py b/tests/utils/test_language.py
new file mode 100644
index 0000000..d9c171b
--- /dev/null
+++ b/tests/utils/test_language.py
@@ -0,0 +1,44 @@
+# pylint: skip-file
+
+# Word lists: https://github.com/nathanmerrill/wordsbysyllables
+
+import os
+from utils import num_syllables
+
+def get_words_file(num):
+    curr_dir = os.path.dirname(__file__)
+    path = os.path.join(curr_dir, '../data/{0}-syllable-words.txt').format(num)
+    with open(path, mode='r') as file:
+        return file.readlines()
+
+def validate_syllables(syllables):
+    correct = 0
+    words = get_words_file(syllables)
+    for word in words:
+        if abs(num_syllables(word) - syllables) < 2: # 1 off is accurate enough
+            correct += 1
+    assert correct/len(words) > .90 # 90% is good enough
+
+def test_num_syllables_empty():
+    assert num_syllables('') == 0
+
+def test_1_syallable():
+    validate_syllables(1)
+
+def test_2_syallables():
+    validate_syllables(2)
+
+def test_3_syallables():
+    validate_syllables(3)
+
+def test_4_syallables():
+    validate_syllables(4)
+
+def test_5_syallables():
+    validate_syllables(5)
+
+def test_6_syallables():
+    validate_syllables(6)
+
+def test_7_syallables():
+    validate_syllables(7)